1.The first record of Anopheles messeae (Diptera: Culicidae) parasitized by water mites in China
Xue-ru CHEN ; Wen-zhen YAO ; Yu-hao LI ; Gui-chang LI ; Tao MENG ; Qun-ling FENG ; Xin-hui LIU ; Li-hong QIAO ; Xiang-ting WU ; Xue-feng ZHANG ; Cheng-lin LI ; Xue-cheng DONG ; Da-wei WANG ; Xiao-yan SI ; Yu-hong GUO
Acta Parasitologica et Medica Entomologica Sinica 2026;33(1):53-57
Objective This study reports on the obligatory parasitism of water mites Arrenurus sp. on Anopheles messeae at the Manzhouli Port, Inner Mongolia, China. Methods Duing July 2024, a survey on the mosquito diversity was conducted at the Manzhouli Port. Captured mosquitoes and their ectoparasites were identified to species level. Results A total of 1840 adult mosquitoes were collected, representing species from three genera: Culex(Cx. modestus, Cx. pipiens pallens), Aedes(Ae. dorsalis, Ae. flavidorsalis, Ae. flavescens), and Anopheles (An. messeae). Among all the mosqutioes specimens,3 out of 150 captured An. messeae were found to carry ectoparasitic mites, with number of 2,4,27 mites separately. Morphological and molecular identification reached the same result as water mites(Hydrachnidiae, Hydracrina). COI gene sequence showed 94% similarity with the closest species Arrenurus truncatellus. Conlusions Literature review suggests water mites are host-specific parasitism of mosquito species and herein with the first record of Arrenurus sp. parasiting on An. Messeae in the most high-latitude region globally.
2.Robot system-assisted versus freehand screw revision for ankylosing spondylitis with lower cervical fractures: a multicenter retrospective study
Shuai LI ; Jiaojiao BAI ; Baorong HE ; Yanzheng GAO ; Wei MEI ; Xinyu LIU ; Yue ZHU ; Qingda LI ; Yukuan LEI ; Lei ZHU ; Zhigang ZHAO ; Yunfei HUANG ; Jinpeng DU ; Mingzhe FENG ; Ningbo CHEN ; Yansheng HUANG ; Xuefang ZHANG ; Zhen CHANG
Chinese Journal of Trauma 2025;41(5):440-448
Objective:To compare the efficacy of robot system-assisted versus freehand screw revision for ankylosing spondylitis (AS) with lower cervical fractures.Methods:A multicenter retrospective cohort study was conducted to analyze the clinical data of 57 patients with AS combined with lower cervical fractures admitted to Honghui Hospital Affiliated to Xi'an Jiaotong University School of Medicine, Henan Provincial People's Hospital, Zhengzhou Orthopedic Hospital, and Qilu Hospital of Shandong University, including 46 males and 11 females, aged 38-77 years [(65.4±9.5)years]. Injury segments involved C 3 in 7 patients, C 4 in 13, C 5 in 25, C 6 in 10, and C 7 in 2. All the patients underwent revision surgery, among whom, 22 patients were treated with robot system-assisted cervical pedicle screw placement (robot nailing group, with 190 screws), and 35 with freehand cervical pedicle screw placement (freehand nailing group, with 300 screws). The operative duration, intraoperative bleeding volume, frequency of intraoperative fluoroscopy, incision length, and length of hospital stay of the two groups were compared; the time of single nscrew insertion, the number of single nail revisions, the distance between screws and the anterior cortex, the accuracy of screw placement of grade 0 and grade 0+1 were recorded in the two groups. The visual analogue scale (VAS), Japanese Orthopedic Society (JOA) score, neck dysfunction index (NDI), American Spine Injury Association (ASIA) classification before operation, at 3 days, 3 months after operation and at the last follow-up were compared between the two groups. The complication rate was also noted. Results:All the patients were followed up for 12-16 months [(14.3±2.1)months]. The operative duration, intraoperative bleeding volume, and frequency of intraoperative fluoroscopy were (186.4±12.9)minutes, (486.1±68.6)ml, and (3.4±1.3)times in the robot nailing group, which were shorter or less than (206.7±14.4)minutes, (660.3±45.2)ml, and (13.5±3.6)times in the freehand nailing group ( P<0.01). The incision length was (9.4±2.4)cm in the robot nailing group, longer than (5.6±1.2)cm in the freehand nailing group ( P<0.01), and the length of hospital stay was (3.7±0.4)days, shorter than (4.4±1.4)days in the freehand nailing group ( P<0.01). The length of single nail insertion, the number of single nail revision, and the distance between the screws and the front cortex were (6.5±0.4)minutes, (1.1±0.1)times, and (3.5±1.3)mm in the robot nailing group, which were shorter or less than (11.6±0.2)minutes, (1.5±0.2)times, and (12.4±4.7)mm in the freehand nailing group ( P<0.01). The accuracy of the screw placement in the robot nailing group was 90.0% (171/190) and 95.8% (182/190) with level 0 and 0+1 screws, better than 80.0% (240/300) and 89.0% (267/300) in the freehand nailing group ( P<0.05). There was no significant difference in VAS, JOA score, NDI, or ASIA grading between the two groups before operation ( P>0.05). The VAS, JOA, and NDI scores at 3 days after operation were (3.1±0.6)points, (12.1±1.2)points, and (15.6±2.9)points, respectively in the robot nailing group, which were better than (5.0±1.4)points, (11.3±1.1)points and (22.5±3.7)points, respectively in the freehand nailing group ( P<0.05). No statistically significant difference was observed in the ASIA grade between the two groups at 3 days after operation ( P>0.05). There were no significant differences in VAS, JOA, NDI scores, or ASIA grading between the two groups at 3 months after operation and at the last follow-up ( P>0.05). Compared with those before operation, the VAS, JOA, NDI scores, and ASIA grading were significantly improved at 3 days, 3 months after operation and at the last follow-up in the two groups, which were further improved with the passage of time. Two patients in the robot nailing group had pneumonia, with a complication rate of 9% (2/22), while 2 patients in the freehand nailing group had dural sac rupture and cerebrospinal fluid leakage and 3 had lung infection after operation, with a complication rate of 14% (5/35) ( P<0.05). Conclusion:Compared with freehand nailing, the robot system-assisted nailing revision for AS with lower cervical fracture has more advantages in terms of the operative duration, length of hospital stay, intraoperative bleeding volume, frequency of intraoperative fluoroscopy nailing speed and accuracy, screw holding force, early pain relief, function restoration, and complication rate, despite longer surgical incision.
3.High-grade astrocytoma with piloid features: a clinicopathological study of seven cases
Wanjing ZOU ; Ruichao CHAI ; Li XU ; Ting SUN ; Zhen LIU ; Zhaoxia LIU ; Qing CHANG
Chinese Journal of Pathology 2025;54(8):805-811
Objective:To investigate the clinicopathological and molecular genetic features of high-grade astrocytomas with piloid features (HGAP).Methods:Clinical, histopathological and imaging data of 7 cases of HGAP diagnosed at the Neuropathology Center of Beijing Tiantan Hospital, Beijing, China from August 2023 to October 2024 were collected. The histopathological and molecular features for each case were analyzed.Results:Among the seven patients there were 4 males and 3 females, with the median age of 37 (34, 51) years. Patients exhibited various clinical symptoms and signs depending on the tumor′s location. Four tumors were located in the cerebellum, 2 in the supratentorial region, and 1 in the spinal cord. Magnetic resonance imaging showed that 6 of the 7 patients had cystic and solid lesions, with focal or nodular enhancement and relatively unclear boundaries. Histopathological features had a diverse morphological spectrum and extensive grading. Five cases displayed a pilocytic astrocytoma-like appearance with infiltrative growth patterns, while two cases presented glioblastoma-like morphology, containing locally anaplastic pleomorphic xanthoastrocytoma with minor pilocytic components. All tumors were diffusely positive for GFAP and Olig2, while 4 tumors exhibited partial or complete loss of ATRX. The Ki-67 proliferation index ranged from 2% to 40%. Next-generation sequencing showed that tumor cells most commonly harbored MAPK pathway gene mutations, and/or homozygous deletions of CDKN2A/B, and/or ATRX mutations. Among the 7 HGAP models, 3 cases showed the three types of molecular genetic variations, 1 case showed MAPK mutations and homozygous deletions of CDKN2A/B, 1 case had MAPK mutations and ATRX mutations, 1 case had only MAPK mutations, and 1 case showed no detectable molecular changes. DNA methylation clustering analyses showed that the median model prediction score was 0.94 (range, 0.85-0.99) for the 7 HGAP models. Five cases showed the MGMT promoter hypermethylation. Four patients received radiotherapy and concomitant temozolomide treatment after surgery, while three patients received no known treatments. At the last follow-up, seven patients were alive without any tumor, two patients had recurrence, and one patient was alive with the tumor.Conclusions:HGAP is relatively rare and predominantly occurs in adults. It has a wide histopathological spectrum and various histological grades, characterized by piloid astrocytoma-like and glioblastoma-like histological features. Its diagnosis relies on methylation clustering analysis. Most tumors harbor gene alterations in the MAPK signaling pathway, along with homozygous deletions of CDKN2A/B or ATRX mutations. The biological behavior is typically aggressive, while imaging and histological findings can be misleading. Therefore, clinicians need to increase their diagnostic awareness of this tumor and prevent missed diagnoses.
4.Evidence-based clinical practice guideline for bone cement-augmented pedicle screw technique (version 2025)
Sihao HE ; Junchao XING ; Tongwei CHU ; Zhengqi CHANG ; Xigao CHENG ; Fei DAI ; Xiaobing JIANG ; Jie HAO ; Jiang HU ; Jinghui HUANG ; Tianyong HOU ; Fei LUO ; Bo LIAO ; Changqing LI ; Lei LIU ; Guodong LIU ; Peng LIU ; Sheng LU ; Weishi LI ; Yang LIU ; Zhen LIU ; Wei MEI ; Peifu TANG ; Bing WANG ; Bing WANG ; Ce WANG ; Hongli WANG ; Liang WANG ; Shengru WANG ; Xiaobin WANG ; Yang WANG ; Yingfeng WANG ; Zheng WANG ; Jianzhong XU ; Guoyong YIN ; Haiyang YU ; Qiang YANG ; Zhaoming YE ; Bin ZHANG ; Chengmin ZHANG ; Jun ZOU ; Qiang ZHOU ; Min ZHAO ; Rui ZHOU ; Xiaojun ZHANG ; Yongfei ZHAO ; Zhongrong ZHANG ; Zehua ZHANG ; Yingze ZHANG
Chinese Journal of Trauma 2025;41(11):1035-1047
For middle-aged and elderly patients with conditions such as spinal fractures and degenerative spinal diseases, spinal internal fixation is a core surgical procedure for reconstructing spinal stability, heavily relying on the biomechanical stability provided by pedicle screw systems. Whereas, these patients are often complicated by osteoporosis that can significantly compromise the stability of the bone-pedicle screw interface, leading to a marked increase in pedicle screw loosening and surgical failure rates. The bone cement-augmented pedicle screw technique, which involves injecting bone cement into the vertebral body or screw trajectory to optimize the mechanical properties of the bone-pedicle screw composite, has been proven to significantly enhance fixation strength and effectively prevent screw-related failures, thereby reducing the incidence of internal fixation failure in high-risk populations undergoing spinal fusion. However, the widespread clinical application of this technique has faced challenges such as inaccurate clinical decision-making (indication and contraindication selection), non-standardized operative practices, and insufficient awareness of complication prevention, resulting in considerable variability in clinical outcomes and even severe complications. To address this, Prof. Luo Fei from First Affiliated Hospital of Army Medical University initiated the project and the Chinese Association Orthopaedic Surgeons organized relevant experts to develop the Evidence-based clinical practice guideline for bone cement-augmented pedicle screw technique ( version 2025), based on current evidence. The guidelines put forward 8 recommendations regarding the clinical value, scope of application, and operational standards of the technique, aiming to provide evidence-based medical support and technical standardization for clinical decision-making.
5.Establishment and evaluation of a predictive model for spontaneous peritonitis in HBV-related primary liver cancer
Hong-Yan WEI ; Yong-Zhen CHEN ; Ren-Hai TIAN ; Li-Xian CHANG ; Ying-Yuan ZHANG ; Dan-Qing XU ; Chun-Yun LIU ; Li LIU
Medical Journal of Chinese People's Liberation Army 2025;50(8):949-957
Objective To establish and evaluate a nomogram prediction model for spontaneous peritonitis in HBV-related primary liver cancer.Methods A retrospective study was conducted on 1298 patients with HBV-related primary liver cancer hospitalized in the Kunming Third People's Hospital from January 2012 to December 2022.General data and serological indicators were collected,and patients were divided into infection group(n=262)and control group(n=1036)based on the occurrence of spontaneous peritonitis.Univariate and LASSO regression analyses were used to screen variables,followed by binary logistic regression to analyze the influencing factors of spontaneous peritonitis in HBV-related primary liver cancer patients,leading to the establishment of a nomogram prediction model.Finally,the Hosmer-lemeshow(H-L)goodness of fit test,receiver operating characteristic(ROC)curve,calibration curve,decision curve analysis(DCA)and clinical impact curve(CIC)were utilized to evaluate the fit degree,accuracy,calibration,and clinical practicability of the nomogram prediction model.Results Single factor analysis revealed significant differences between infection group and control group in portal vein cancer thrombus(PVTT),Child-Pugh grade,China Liver Cancer Staging(CNLC)stage,alcohol consumption history,smoking history,white blood cell count(WBC),neutrophil count(NE),hemoglobin(Hb),fibrinogen(FIB),abnormal prothrombin(PIVKA-Ⅱ),aspartate aminotransferase(AST),alanine aminotransferase(ALT),total protein(TP),prealbumin(PA),γ-glutamyltransferase(GGT),alkaline phosphatase(ALP),cholinesterase(CHE),total bile acid(TBA),total cholesterol(TC),low density lipoprotein(LDL),creatinine(Cr),HBV DNA,CD3+T cells count,CD4+T cells count,CD8+T cells count,CD4+T cells/CD8+T cells ratio,procalcitonin(PCT),serum amyloid A(SAA),interleukin-6(IL-6),high-sensitivity C-reactive protein(hs-CRP),alpha-fetoprotein(AFP),and IL-4(P<0.05).LASSO regression analysis identified 5 variables:Child-Pugh grade,PVTT,WBC,CHE and hs-CRP.Binary logistic regression analysis indicated that Child-Pugh grade(Grade B:OR=5.780,95%CI 3.271-10.213,P<0.001;Grade C:OR=14.818,95%CI 7.697-28.526,P<0.001),PVTT(OR=2.893,95%CI 2.037-4.108,P<0.001),WBC(OR=1.088,95%CI 1.031-1.148,P=0.002),and hs-CRP(OR=1.005,95%CI 1.001-1.010,P=0.026)were the independent risk factors of spontaneous peritonitis in HBV-related primary liver cancer patients.Using these 4 variables,a nomogram prediction model was constructed and evaluated.The P-value of the H-L goodness of fit test was 0.760.Moreover,the area under ROC curve(AUC)was 0.866,with a sensitivity of 0.870 and a specificity of 0.716.The average absolute error of the calibration curve is 0.022.DCA and CIC analyses demonstrated that the nomogram prediction model possessed some clinical utility.Conclusion The nomogram prediction model for spontaneous peritonitis in HBV-related primary liver cancer patients,constructed using Child-Pugh grade,PVTT,WBC and hs-CRP,exhibits a high fitting degree and accuracy,with the prediction probability highly consistent with the actual occurrence probability,and possesses certain clinical practicability.
6.Value of serum 25-hydroxyvitamin D,heart-type fatty acid-binding protein and N-terminal pro-brain natriuretic peptide in assessing early myocardial injury in patients with acute exacerbation of chronic obstructive pulmonary disease
Dongge CHANG ; Zhen SUN ; Shaohua ZHANG ; Xiaofeng LIU ; Yuanyuan SU
Journal of Clinical Medicine in Practice 2025;29(14):94-98,103
Objective To investigate the evaluation value of serum 25-hydroxyvitamin D[25-(OH)D],heart-type fatty acid-binding protein(H-FABP),and N-terminal pro-brain natriuret-ic peptide(NT-ProBNP)in early myocardial injury in patients with acute exacerbation of chronic ob-structive pulmonary disease(AECOPD).Methods A total of 120 patients with AECOPD(AECOPD group)were enrolled in this study.Based on the presence of early myocardial injury,they were divided into injury group(n=68)and non-injury group(n=52).Additionally,40 healthy individuals undergoing physical examinations during the same period were included as control group.The differences in serum 25-(OH)D,H-FABP,and NT-ProBNP levels were compared,and the correlations between these markers and clinical data were analyzed.Binary logistic regression analysis was used to explore the relationships between these markers and the occurrence of early myocardial injury.Receiver op-erating characteristic(ROC)curve analysis was employed to assess the diagnostic value of these markers for early myocardial injury in AECOPD patients.Results The forced expiratory volume in the first second(FEV1),forced vital capacity(FVC),the ratio of FEV1 to FVC(FEV1/FVC),and arterial partial pressure of oxygen[pa(O2)]levels in the AECOPD group were lower than those in the control group,while the arterial partial pressure of carbon dioxide[p a(CO2)]level was high-er,with statistically significant differences(P<0.05).The serum 25-(OH)D levels in the AECOPD group and the injury group were lower than those in the control group and the non-injury group,re-spectively,while the H-FABP and NT-ProBNP levels were higher,with statistically significant differences(P<0.05).In AECOPD patients,serum 25-(OH)D was positively correlated with FEV1,FVC,FEV1/FVC,and pa(O2),and negatively correlated with pa(CO2)(P<0.05).In contrast,H-FABP and NT-ProBNP were negatively correlated with FEV1,FVC,FEV1/FVC,and pa(O2),and positively correlated with pa(CO2)(P<0.05).Binary Logistic regression analysis revealed that 25-(OH)D,H-FABP,and NT-ProBNP were related influencing factors for early myo-cardial injury in AECOPD patients(P<0.05).ROC curve analysis showed that the areas under the curve(AUCs)for evaluating myocardial injury status based on 25-(OH)D,H-FABP,and NT-ProBNP values were 0.814,0.959,and 0.837,respectively.The AUC of their combination was 0.983,with a sensitivity of 97.06%and a specificity of 80.77%.Conclusion During early myocardial injury in AECOPD patients,there is low expression of serum 25-(OH)D and high ex-pression of H-FABP and NT-ProBNP.These three markers are correlated with early myocardial inju-ry and can serve as reference indicators for clinical diagnosis.
7.Evaluation Value of Blood Routine Derived Indicators Combined with Serum CRP and PCT Detection for Clinical Outcomes of Children with Mycoplasma Pneumoniae Pneumonia
Zhen-chang LIU ; Yuan-fang LI ; Juan LI ; Qi CHEN
Progress in Modern Biomedicine 2025;25(12):2042-2047,2063
Objective:To explore the evaluation value of blood routine derived indicators[derived neutrophil to lymphocyte ratio(dNLR),red blood cell distribution width to platelet ratio(RPR)]combine with serum C-reactive protein(CRP)and procalcitonin(PCT)detection for the clinical outcomes of children with Mycoplasma pneumoniae pneumonia(MPP).Methods:149 children with MPP who were admitted to our hospital from April 2022 to August 2024 were included,they were divided into good prognosis and poor prognosis groups based on their clinical outcomes 28 d after admission.The blood routine derived indicators,serum CRP,and PCT levels between the good prognosis group and the poor prognosis group were compared.The influencing factors of clinical outcomes in children with MPP were analyzed by Multiple logistic regression analysis,the value of blood routine derived indicators,serum CRP,and PCT testing alone and in combination to evaluate the clinical outcomes of children with MPP were analyzed by receiver operating characteristic(ROC)curves.Results:Among 149 children with MPP,113 had good prognosis and 36 had poor prognosis 28 d after admission,with a poor prognosis incidence rate of 24.16%(36/149).dNLR,RPR,CRP,and PCT levels in the poor prognosis group were higher than those in the good prognosis group(P<0.05).Univariate analysis showed that,the clinical outcome of children with MPP was related to pleural thickening,pleural effusion,severity disease and peak body temperature(P<0.05).Multivariate Logistic regression analysis showed:Pleural thickening,pleural effusion,severity disease was severe,elevated dNLR,elevated RPR,elevated CRP and elevated PCT were risk factors for poor prognosis in children with MPP(P<0.05).The area under the Curve(AUC)of dNLR,RPR,CRP and PCT combined to predict the prognosis of children with MPP was higher than that evaluated by the four indicators alone.Conclusion:Pleural thickening,pleural effusion,severe disease severity,elevated dNLR,elevated RPR,elevated CRP and elevated PCT are risk factors for poor prognosis in children with MPP.Moreover,the combined evaluate value of dNLR,RPR,CRP,and PCT is relatively high.
8.PD-L1 inhibits and regulates liver CD8+IFN-γ+ T cells to damage liver function and participate in atherosclerosis
Xiao LIU ; Xin WU ; Zi-yi ZHEN ; Jia-ying ZHANG ; Qi LI ; Chang CHEN
Chinese Pharmacological Bulletin 2025;41(4):638-645
Aim To study the effect of anti-PD-L1 monoclonal antibody on high-fat diet-induced athero-sclerosis in ApoE-/-mice.Methods Twenty-four ApoE-/-mice were randomly divided into the normal group,high-fat group,and high-fat+anti-PD-L1 mAb group.After 70 days,the blood samples were harves-ted.Blood vessels(aortic root to abdominal aorta)and liver from each groups were stained with Oil Red O.Hematoxylin-eosin staining(HE)was employed to vis-ualize structural changes in liver.Enzyme-linked im-munosorbent assay(ELISA)was applied to detect the serum levels of total cholesterol(CHO),triglyceride(TG),high-density lipoprotein(HDL-c),low-density lipoprotein(LDL-c)and inflammatory factors(IFN-γ,TNF-α,IL-1 β).Flow cytometry was used to detect the proportion of lymphocytes(CD4 and CD8).RT-PCR was utilized to assess the expressions of IFN-γ,TNF-α,IL-1 β,CD4 and CD8 in liver.Results Compared with the high-fat group,the treatment with anti-PD-L1 monoclonal antibody promoted vascular wall and liver lipid accumulation,and also up-regulated serum and liver content of cholesterol(CHO),triglyceride(TG)and high-density lipoprotein(HDL-c).Treatment with anti-PD-L1 monoclonal antibody up-regulated the con-tent of alanine aminotransferase(GPT)and aspartate aminotransferase(GOT)in serum and liver,but not al-kaline phosphatase(AKP).ELISA test indicated that treatment with anti-PD-L1 monoclonal antibody stimu-lated the serum level of IFN-γ,TNF-α and IL-1 β.Fur-thermore,the mRNA level of IFN-γ,TNF-α and IL-1 βin liver was also up-regulated after treatment with anti-PD-L1 monoclonal antibody.With flow cytometry,we observed that treatment with anti-PD-L1 monoclonal antibody promoted hepatic CD8+T and CD8+IFN-γ+T cell activation,but had no effect on CD4+IFN-γ+T cell activation under high-fat feeding conditions.Con-clusions Anti-PD-L1 monoclonal antibody adminis-tered under high-fat feeding conditions can damage liv-er function and aggravate atherosclerosis by activating liver CD8+IFN-γ+T cells.
9.Interleukin-13 is involved in vascular intimal hyperplasia by regulation of vascular smooth muscle phenotypic transformation
Xin WU ; Xiao LIU ; Jiaying ZHANG ; Ziyi ZHEN ; Qi LI ; Chang CHEN
Chinese Journal of Pathophysiology 2025;41(9):1694-1702
AIM:To investigate the mechanism by which interleukin-13(IL-13)influences vascular smooth muscle cell(VSMC)phenotypic transformation and subsequently contributes to vascular intimal hyperplasia in rats.METHODS:A total of 32 male SD rats,aged 5~7 weeks and weighing 330~360 g,were randomly divided into 4 groups(n=8 per group):normal(Nor)group,normal treatment(Nor+IL-13 neutralizing antibody,Nor+IL-13Nab)group,inju-ry(Inj)group,and injruy treatment(Inj+IL-13Nab)group.A 2F balloon catheter was used to induce mechanical injury in the left common carotid artery of SD rats to establish a vascular intimal hyperplasia model.Hematoxylin-eosin staining was performed to observe vascular structural changes.Enzyme-linked immunosorbent assay(ELISA)kits were used to measure IL-13 and transforming growth factor-β1(TGF-β1)levels.Human aortic smooth muscle cells(HA-SMCs)were cultured in vitro.Flow cytometry was conducted to assess peripheral blood CD4+IL-13+T cell content.Real-time quantita-tive PCR(RT-qPCR)was employed to evaluate gene expression levels of α-smooth muscle actin,osteopontin,calponin,collagen type Ⅰ/Ⅲ,proliferating cell nuclear antigen and Ki-67 antigen.Transwell and scratch wound assays were per-formed to assess cell migration.RESULTS:Compared with the model group,administration of IL-13Nab significantly in-hibited vascular intimal hyperplasia induced by mechanical vascular injury by antagonizing high plasma IL-13 levels(P<0.01).Immunofluorescence and mRNA analysis showed that neutralizing high plasma IL-13 suppressed collagen accumu-lation(P<0.01)and VSMC phenotypic transformation(P<0.01)in the injured vessels but did not inhibit peripheral blood CD4+IL-13+T cell activation.Incubation of HA-SMCs with recombinant human IL-13(rhIL-13)promoted cell pro-liferation and migration(P<0.01)as well as phenotypic transformation(P<0.01).Additional evidence suggested that rhIL-13-induced HA-SMC phenotypic transformation was associated with the regulation of TGF-β1 secretion by HA-SMCs.CONCLUSION:Interleukin-13 promotes vascular intimal hyperplasia by regulating VSMC phenotypic transformation through TGF-β1 secretion in rat models.
10.Predictive model for intra-abdominal pressure in critically ill patients based on multiple regression and variational auto-encoders
Yi ZHANG ; Zhi-qin ZHU ; Wen-lin LI ; Dong-chu ZHAO ; Chang LIU ; Zhi-wei FAN ; Zhen WANG ; Lian-yang ZHANG ; Hao TANG
Chinese Medical Equipment Journal 2025;46(11):10-17
Objective To propose a multiple regression-variational auto-encoders(MR-VAE)model to realize precise and non-invasive prediction of intra-abdominal pressure(IAP)in critically ill patients.Methods At first,a dataset was constructed by retrospectively analysing baseline characteristics and clinical indicators of 100 critically ill patients admitted to the Intensive Care Unit of Daping Hospital of Army Medical University between 30 August 2019 and 30 March 2021.Then,a MR-VAE prediction model was developed by integrating a feedforward neural network for supervised regression onto a variational autoencoder(VAE)framework and incorporating multiple regression strategies to mitigate feature interference.Finally,the MR-VAE model had its performance evaluated by its comparison with five classical models including support vector machines(SVM),convolutional neural networks(CNN),Scikit-learn integrated model(SIM),multi-layer perceptron(MLP)and K-nearest neighbors(KNN),and its prediction accuracy verified by testing the data of 10 randomly selected patients.Results The MR-VAE model behaved the best when compared with the five classical models,with a mean squared error(MSE)of 0.207,a root mean square error(RMSE)of 0.454,a mean absolute error(MAE)of 0.361,a median absolute deviation(MAD)of 0.243,an explained variance score(EVS)of 0.814 and a R2of 0.823,which also outperformed the five models in fitting performance,convergence and final loss.In random sample testing,the MR-VAE model exhibited high consistency between predicted and actual values.Conclusion The MR-VAE model proposed can accurately predict IAP,which has great potential in reducing the repeated measurements of IAP in critically ill patients and providing new ideas for the early diagnosis and treatment of IAH.


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