1.Characteristics of systemic immune microenvironment of DSS-induced acute ulcerative colitis in mice revealed by Mass cytometry
Zongjing LYU ; Jing XUN ; Xiaolin JIANG ; Bin LIU ; Zehan LIU ; Xueliang WU ; Aimin ZHANG ; Yu WU ; Xiangyang YU ; Ximo WANG ; Qi ZHANG
Chinese Journal of Immunology 2025;41(9):2145-2152,中插1
Objective:To explore the characteristics of systemic immune microenvironment during the progression of dextran sulfate sodium(DSS)-induced acute ulcerative colitis(UC)induced in mice by Mass cytometry(CyTOF).Methods:Male C57BL/6 mice were randomly divided into control group and model group.The control group was given normal drinking water for 15 d.The mouse in the model group were given 5%DSS in drinking water,which was changed to normal drinking water after 7 days.In the model group,peripheral blood was collected on days 4,9 and 15,respectively.CyTOF was used to detect the expressions of 33 immune cell markers and changes in cell subsets in peripheral blood of mice,and the characteristics of systemic immune microenvironment in mice with acute UC were analyzed.Results:The cluster analysis of 33 kinds of immune cell markers showed that CD45+cells in peripheral blood of mice with DSS induced acute UC were divided into 23 fine subgroups,among which the proportions of B cell subgroup,T cell subgroup and neutrophil subgroup showed significant changes.A further dimensional reduction cluster analysis of T cell subsets found significant differences in the composition and proportion of the 10 identified T cell subsets.Conclusion:The systemic immune micro-environment map of mice with acute UC induced by DSS has been successfully constructed,and heterogeneity has been found in the systemic immune microenvironment of mice with acute UC.The changes and activation degree of T cell subpopulations are closely re-lated to disease progression and inflammation level.The results of this study provide theoretical basis for assisting the diagnosis,moni-toring the risk,progression,treatment and prognosis of acute UC.
2.Study on the method of using attention mechanism and meta-learning to diagnose autism under small sample multi-omics condition
Qi WANG ; Kun XIE ; Xuezhi LIANG ; Xiangyang LUO ; Ying LIU ; Wen CHEN
Chinese Journal of Pharmacoepidemiology 2025;34(8):887-896
Objective To develop a deep learning method for small sample multi-omics data using attention mechanism and Meta-learning for the establishment of autism diagnosis model.Methods MLAN(Meta-learning based attentive network)consisting of the omics feature pre-reduction module,the multi-omics data fusion and feature learning module,and the parameter optimization module was designed.Firstly,differential expression analysis was performed on high-dimensional multi-omics data to preliminarily screen out unimportant features.Secondly,a multi-channel attention mechanism was used to learn the importances of every set of omics data and to realize data fusion,and a two-layer fully connected network was constructed to further extract latent features and realize the diagnosis task.Finally,the Meta-learning algorithm Reptile was used to optimize the initial parameters of the above model to obtain the optimal parameters.A total of 58 children's saliva samples were collected,including 21 children diagnosed with autism,12 children with social disorders,and 25 healthy controls,and the protein and metabolomics data were detected by mass spectrometry.All data were randomly divided into training set and test set by 4∶1,and the training set was divided into training data and validation data in the same way for model training and validation.The test set was used for the final evaluation of the model effect.Five baseline models and three ablated models were constructed and evaluated along with MLAN based on metrics including multi-classification accuracy,F1-macro and F1-weighted scores.Results The constructed multi-classification autism diagnosis model MLAN achieved multi-classification accuracy,F1-macro and F1-weighted scores of 0.850±0.066,0.817±0.103 and 0.834±0.087.The values of all three indicators were better than those of baseline models and the ablated models.Conclusion The proposed MLAN can effectively deal with heterogeneous multi-omics data with small samples and achieve good results,which is expected to provide assistance for the clinical diagnosis of autism.
3.Effect of patellar morphology on functional recovery and patellofemoral joint alignment after unicompartmental knee arthroplasty
Yingjin SUN ; Ning LIU ; Long HUANG ; Shuo FENG ; Xiangyang CHEN
Chinese Journal of Tissue Engineering Research 2025;29(27):5826-5832
BACKGROUND:There are few studies on the effect of different patellar morphologies on the outcome after unicompartmental knee arthroplasty.OBJECTIVE:To investigate the effect of different patellar morphologies on functional recovery and patellofemoral joint alignment after unicompartmental knee arthroplasty based on patellar Wiberg classification.METHODS:A retrospective study was conducted in 186 patients with medial knee osteoarthritis who underwent unicompartmental knee arthroplasty at Affiliated Hospital of Xuzhou Medical University between January 2022 and March 2023.Patients were categorized into group A(type Ⅰ,n=43),group B(typeⅡ,n=104),and group C(type Ⅲ,n=39)according to the Wiberg classification.The Hospital for Specia Surgery knee score,Feller score,and incidence of anterior knee pain,as well as radiologic data(patellar index,patellar tilt angle,and lateral patellofemoral angle)were compared among the three groups.RESULTS AND CONCLUSION:(1)There was no significant difference in the Feller patellar score and Hospital for Specia Surgery score at the final postoperative follow-up in patients with Wiberg type Ⅰ,type Ⅱ,and type Ⅲ patellae(P>0.05).(2)Although there was no significant difference in the incidence of anterior knee pain among the three groups at the final follow-up,patients with type Ⅲ patellae were significantly more likely to have experienced anterior knee pain early in the postoperative period.(3)Different patellar morphologies can improve patellar position to some extent after unicompartmental knee arthroplasty,but type Ⅲ had greater patellar tilt than types Ⅰ and Ⅱ,both preoperatively and postoperatively.(4)This finding highlights the need for tailored morphological adjustments to the Wiberg Ⅲ patella during unicompartmental knee arthroplasty to improve surgical outcomes.
4.Optimal rotational alignment of the tibial component during Oxford unicompartmental knee arthroplasty
Ning LIU ; Yingjin SUN ; Long HUANG ; Shuo FENG ; Xiangyang CHEN
Chinese Journal of Tissue Engineering Research 2025;29(33):7158-7164
BACKGROUND:Unicompartmental knee arthroplasty effectively addresses medial knee osteoarthritis.The accurate tibial component rotational alignment is crucial to ensure the best surgical outcome.OBJECTIVE:To assess the impact of tibial component rotational alignment on short-term outcomes after unicompartmental knee arthroplasty in medial knee osteoarthritis patients.METHODS:From February 2021 to February 2023,91 patients who underwent mobile-bearing unicompartmental knee arthroplasty in Affiliated Hospital of Xuzhou Medical University were selected.According to the rotational alignment of tibial prosthesis relative to Akagi's line measured by postoperative CT,the patients were divided into three groups.Group A had internal rotation greater than 0°,group B had external rotation from 0° to 5°,and group C had external rotation greater than 5°.The knee range of motion,Oxford knee score,and forgotten joint score were recorded and compared among three groups preoperatively,at the last follow-up after surgery.RESULTS AND CONCLUSION:(1)At the last follow-up after surgery,the Oxford knee score of group B was significantly lower than that of group A(P=0.003)and group C(P=0.025).The knee range of motion of group B was higher than that of group A(P=0.011)and group C(P=0.024),and the forgotten joint score of group B was higher than that of group A(P=0.001)and group C(P=0.049).(2)The forgotten joint score in group C was significantly higher than that in group A at the last follow-up(P=0.044).(3)Patients were followed up for 12-36 months after arthroplasty.There were 2 and 7 cases of postoperative knee pain in groups B and C,and the difference was statistically significant(P=0.033).(4)It is indicated that external rotation of the tibial prosthesis by 0°-5° is ideal for achieving satisfactory short-term clinical outcomes,so we should avoid intraoperative tibial prosthesis malrotation.
5.Biomechanical test of reduction ability of axis pivot screw in atlantoaxial screw-rod fixation
Shujin CHEN ; Xiangyang MA ; Xiaobao ZOU ; Yingqiang LIAO ; Hairu QI ; Bao LIU ; Xianming ZENG
Chinese Journal of Tissue Engineering Research 2025;29(15):3116-3120
BACKGROUND:At present,the surgical treatment of atlantoaxial dislocation mainly adopts the posterior atlantoaxial screw-rod internal fixation system for lifting and reduction.During the operation,the curvature of the connecting rod is often increased to increase the drop between the atlantoaxial vertebrae to improve the reduction effect,but it increases the difficulty and risk of surgery.The axis pivot screw directly increases the reduction drop between the atlantoaxial vertebrae,but the extent to which it increases the reduction capacity is unclear.OBJECTIVE:To test the reduction ability of axis pivot screw and compare it with ordinary screw.METHODS:Six fresh human craniocervical specimens were used in study.The joint capsules of two lateral mass joints and atlanto-odontoid joint and transverse ligament were removed to make an atlantoaxial instability model.Three kinds of internal fixation were performed successively on both sides of the axis of each specimen:uniaxial axis pivot screws(group A),multi-axial axis pivot screws(group B)and ordinary screws(group C).Flexible ultra-thin film pressure sensors were placed in the anterior atlanto-odontoid space.Two connecting rods with the same curvature were placed to simulate the lifting and reduction,and the pressure of the anterior atlanto-odontoid space was obtained.Comparative analysis was conducted among the three groups.RESULTS AND CONCLUSION:(1)The anterior atlanto-odontoid space pressure of groups A-C was(97.59±8.58),(60.43±5.09),and(22.74±0.81)N,respectively.There were significant differences among the three groups(F=251.603,P=0.000).The pairwise comparison among the three groups showed significant differences(P=0.000).(2)The axis pivot screw applied to the posterior atlantoaxial screw-rod internal fixation system can improve the reduction capacity compared with the common cervical posterior screw,and the uniaxial axis pivot screw has more reduction capacity than the multi-axis uniaxial axis pivot screw to improve the posterior atlantoaxial screw-rod internal fixation system.
6.Optimization of immunotherapy combination strategies for microsatellite-stable advanced colorectal cancer:a real-world study
Yue GOU ; Erya HU ; Ping LIU ; Mengsi ZENG ; Qingqing LUO ; Xiangyang ZHANG ; Changjing CAI ; Hong SHEN ; Feng ZHAO ; Shan ZENG
Chinese Journal of General Surgery 2025;34(10):2106-2118
Background and Aims:Microsatellite-stable(MSS)colorectal cancer(CRC)generally exhibits poor responsiveness to immune checkpoint inhibitors(ICIs),and effective immunotherapy strategies remain lacking.Anti-angiogenic agents such as bevacizumab(BEV)can improve the tumor immune microenvironment and act synergistically with ICIs.This multicenter real-world study compared the efficacy of different immunotherapy-based combination regimens in patients with MSS/MSI-L/pMMR advanced CRC,aiming to identify the optimal treatment strategy.Methods:A total of 100 patients with MSS/MSI-L/pMMR advanced CRC who received systemic treatment between November 2019 and February 2025 at four tertiary hospitals in Hunan,China,were retrospectively enrolled.Patients were classified into six treatment groups:chemotherapy alone,chemotherapy+targeted therapy,immunotherapy alone,immunotherapy+chemotherapy,immunotherapy+targeted therapy,and immunotherapy+chemotherapy+targeted therapy.The primary endpoints were overall survival(OS)and progression-free survival(PFS),while secondary endpoints were objective response rate(ORR)and disease control rate(DCR).Additionally,among patients receiving immunotherapy,subgroup analysis was performed according to BEV administration.Results:Among all 100 patients,the immunotherapy+chemotherapy+targeted therapy group achieved the highest ORR(32.0%)and DCR(76.0%)and was the only regimen yielding a complete response(CR).Compared with chemotherapy or immunotherapy alone,the triplet regimen significantly improved OS(P<0.05);although PFS improvement did not reach statistical significance,a clear late-stage separation of survival curves was observed.In the immunotherapy subgroup,BEV-containing regimens achieved markedly better outcomes than non-BEV regimens,with DCR of 75.0%vs.48.8%,median OS of 18.9 vs.11.5 months,and median PFS of 13.8 vs.7.2 months(all P<0.001).Cox regression analysis showed that compared with chemotherapy alone,the triplet regimen significantly reduced the risk of death(HR=0.11)and disease progression(HR=0.25)(both P=0.002).Vascular invasion was identified as an adverse prognostic factor for PFS(HR=3.0,P=0.007).Conclusion:This multicenter real-world study demonstrated that combining immunotherapy with chemotherapy and targeted therapy significantly improves DCR and survival outcomes in patients with MSS/MSI-L/pMMR advanced CRC,with BEV-containing triplet regimens providing the most pronounced benefit.BEV may enhance immune responsiveness by modulating the tumor microenvironment and promoting effector T-cell infiltration,offering a promising therapeutic direction for"immune-cold"CRC.Prospective randomized studies are warranted to further validate its clinical value and define appropriate patient populations.
7.Current situation and four-level prevention of stroke under the collaborative management model between medical prevention and treatment in Nantong
Xiaomeng LIU ; Shaojuan ZHOU ; Xiaohong SHAO ; Wenping XU ; Feng HUAN ; Xiangyang ZHU
Journal of Capital Medical University 2025;46(1):63-67
Objective To analyze the innovative model and effectiveness of the four-level prevention of stroke in Nantong Medical and Prevention Collaborative Center for Cardiovascular and Cerebrovascular Disease,so as to provide new practical experience for the prevention and treatment of cerebrovascular disease.Methods In practice,Nantong city has explored the"53343"mode of collaborative treatment and prevention of cardiovascular and cerebrovascular diseases,and innovatively integrated this mode into four-level prevention to form a practice mode of zero-level guidance,first-level monitoring,second-level coordination and three-level leading.Data from the China Health Statistics Yearbook from 2011 to 2022 and the monitoring data of cardiovascular and cerebrovascular events in Nantong City on the Jiangsu Provincial Chronic Disease Management Information Platform from 2017 to 2023 were collected and processed by using Excel and SPSS 24.0,to analyze the changes of stroke surveillance data and effectiveness in Nantong City after applying the model.Results According to the monitoring data of cardiovascular and cerebrovascular events in Nantong City from the Jiangsu Provincial Chronic Disease Management Information Platform,despite the continuous increase in the number of monitored individuals over five years,the monitoring data for stroke from the Nantong Medical and Prevention Collaborative Center for Cardiovascular and Cerebrovascular Disease witnessed a decline in the number of monitored individuals for the first time in 2022.The stroke monitoring data from the same monitoring agency showed a more stable fluctuation trend compared to the number of national stroke patients discharged from 2017 to 2021.We established a coherent health service operation mechanism,cultivated 14 interdisciplinary talents,held a special continuing education class on stroke,strengthened the in-depth collaboration between clinical and public health,and provided a practical and innovative model for effective prevention and treatment of stroke.Conclusions The four-level prevention based on the medical and preventive collaboration center for cardiovascular and cerebrovascular diseases can achieve process and cycle health management,effectively slow down the upward trend of stroke,and improve the ability and level of scientific research and teaching.
8.Effect of patellar morphology on functional recovery and patellofemoral joint alignment after unicompartmental knee arthroplasty
Yingjin SUN ; Ning LIU ; Long HUANG ; Shuo FENG ; Xiangyang CHEN
Chinese Journal of Tissue Engineering Research 2025;29(27):5826-5832
BACKGROUND:There are few studies on the effect of different patellar morphologies on the outcome after unicompartmental knee arthroplasty.OBJECTIVE:To investigate the effect of different patellar morphologies on functional recovery and patellofemoral joint alignment after unicompartmental knee arthroplasty based on patellar Wiberg classification.METHODS:A retrospective study was conducted in 186 patients with medial knee osteoarthritis who underwent unicompartmental knee arthroplasty at Affiliated Hospital of Xuzhou Medical University between January 2022 and March 2023.Patients were categorized into group A(type Ⅰ,n=43),group B(typeⅡ,n=104),and group C(type Ⅲ,n=39)according to the Wiberg classification.The Hospital for Specia Surgery knee score,Feller score,and incidence of anterior knee pain,as well as radiologic data(patellar index,patellar tilt angle,and lateral patellofemoral angle)were compared among the three groups.RESULTS AND CONCLUSION:(1)There was no significant difference in the Feller patellar score and Hospital for Specia Surgery score at the final postoperative follow-up in patients with Wiberg type Ⅰ,type Ⅱ,and type Ⅲ patellae(P>0.05).(2)Although there was no significant difference in the incidence of anterior knee pain among the three groups at the final follow-up,patients with type Ⅲ patellae were significantly more likely to have experienced anterior knee pain early in the postoperative period.(3)Different patellar morphologies can improve patellar position to some extent after unicompartmental knee arthroplasty,but type Ⅲ had greater patellar tilt than types Ⅰ and Ⅱ,both preoperatively and postoperatively.(4)This finding highlights the need for tailored morphological adjustments to the Wiberg Ⅲ patella during unicompartmental knee arthroplasty to improve surgical outcomes.
9.Optimal rotational alignment of the tibial component during Oxford unicompartmental knee arthroplasty
Ning LIU ; Yingjin SUN ; Long HUANG ; Shuo FENG ; Xiangyang CHEN
Chinese Journal of Tissue Engineering Research 2025;29(33):7158-7164
BACKGROUND:Unicompartmental knee arthroplasty effectively addresses medial knee osteoarthritis.The accurate tibial component rotational alignment is crucial to ensure the best surgical outcome.OBJECTIVE:To assess the impact of tibial component rotational alignment on short-term outcomes after unicompartmental knee arthroplasty in medial knee osteoarthritis patients.METHODS:From February 2021 to February 2023,91 patients who underwent mobile-bearing unicompartmental knee arthroplasty in Affiliated Hospital of Xuzhou Medical University were selected.According to the rotational alignment of tibial prosthesis relative to Akagi's line measured by postoperative CT,the patients were divided into three groups.Group A had internal rotation greater than 0°,group B had external rotation from 0° to 5°,and group C had external rotation greater than 5°.The knee range of motion,Oxford knee score,and forgotten joint score were recorded and compared among three groups preoperatively,at the last follow-up after surgery.RESULTS AND CONCLUSION:(1)At the last follow-up after surgery,the Oxford knee score of group B was significantly lower than that of group A(P=0.003)and group C(P=0.025).The knee range of motion of group B was higher than that of group A(P=0.011)and group C(P=0.024),and the forgotten joint score of group B was higher than that of group A(P=0.001)and group C(P=0.049).(2)The forgotten joint score in group C was significantly higher than that in group A at the last follow-up(P=0.044).(3)Patients were followed up for 12-36 months after arthroplasty.There were 2 and 7 cases of postoperative knee pain in groups B and C,and the difference was statistically significant(P=0.033).(4)It is indicated that external rotation of the tibial prosthesis by 0°-5° is ideal for achieving satisfactory short-term clinical outcomes,so we should avoid intraoperative tibial prosthesis malrotation.
10.Characteristics of systemic immune microenvironment of DSS-induced acute ulcerative colitis in mice revealed by Mass cytometry
Zongjing LYU ; Jing XUN ; Xiaolin JIANG ; Bin LIU ; Zehan LIU ; Xueliang WU ; Aimin ZHANG ; Yu WU ; Xiangyang YU ; Ximo WANG ; Qi ZHANG
Chinese Journal of Immunology 2025;41(9):2145-2152,中插1
Objective:To explore the characteristics of systemic immune microenvironment during the progression of dextran sulfate sodium(DSS)-induced acute ulcerative colitis(UC)induced in mice by Mass cytometry(CyTOF).Methods:Male C57BL/6 mice were randomly divided into control group and model group.The control group was given normal drinking water for 15 d.The mouse in the model group were given 5%DSS in drinking water,which was changed to normal drinking water after 7 days.In the model group,peripheral blood was collected on days 4,9 and 15,respectively.CyTOF was used to detect the expressions of 33 immune cell markers and changes in cell subsets in peripheral blood of mice,and the characteristics of systemic immune microenvironment in mice with acute UC were analyzed.Results:The cluster analysis of 33 kinds of immune cell markers showed that CD45+cells in peripheral blood of mice with DSS induced acute UC were divided into 23 fine subgroups,among which the proportions of B cell subgroup,T cell subgroup and neutrophil subgroup showed significant changes.A further dimensional reduction cluster analysis of T cell subsets found significant differences in the composition and proportion of the 10 identified T cell subsets.Conclusion:The systemic immune micro-environment map of mice with acute UC induced by DSS has been successfully constructed,and heterogeneity has been found in the systemic immune microenvironment of mice with acute UC.The changes and activation degree of T cell subpopulations are closely re-lated to disease progression and inflammation level.The results of this study provide theoretical basis for assisting the diagnosis,moni-toring the risk,progression,treatment and prognosis of acute UC.

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