1.The Effect of Active Muscle Action on Neck Injuries under High Gx Loading
Junyuan LIU ; Zhengyu MAO ; Shuai LIU ; Lijun CHANG ; Tao LI ; Tianhao WANG ; Zhihua CAI
Journal of Medical Biomechanics 2025;40(3):684-691
Objective To investigate the effect of active muscle response on mechanical responses and injuries of human neck under high Gx loading.Methods A refined finite element model of the head and neck with active muscle response was established and validated based on the existing post-crash volunteer experiments.The effects of active muscle action on the kinematic and biomechanical responses of the neck were investigated under different G-value loads and at each tilting angle using this model.Results The stress distribution of vertebrae under high Gx load was dispersed from C4-7 to the whole vertebrae,and the active muscle action reduced the stress change,and the effect was significant under 8 G acceleration,which reduced the peak vertebral bone stress by 23.6%and 11.6%,and the peak intervertebral disc stress by 42.3%and 63.4%under 8 G and 10 G conditions,respectively.The maximum stress difference of 34.3 MPa was achieved by the active muscle action at 15° backward tilting.Conclusions The neck showed better stability by the active muscle action under the impact of high Gx loading.At different tilting angles,the active muscle action was more obvious in the backward tilting posture compared with the forward tilting and upright seated postures,and the backward tilting posture was safer to meet the impact when the same active muscle action was applied.The results can provide a reference for the subsequent studies related to the neck injury.
2.The Effect of Active Muscle Action on Neck Injuries under High Gx Loading
Junyuan LIU ; Zhengyu MAO ; Shuai LIU ; Lijun CHANG ; Tao LI ; Tianhao WANG ; Zhihua CAI
Journal of Medical Biomechanics 2025;40(3):684-691
Objective To investigate the effect of active muscle response on mechanical responses and injuries of human neck under high Gx loading.Methods A refined finite element model of the head and neck with active muscle response was established and validated based on the existing post-crash volunteer experiments.The effects of active muscle action on the kinematic and biomechanical responses of the neck were investigated under different G-value loads and at each tilting angle using this model.Results The stress distribution of vertebrae under high Gx load was dispersed from C4-7 to the whole vertebrae,and the active muscle action reduced the stress change,and the effect was significant under 8 G acceleration,which reduced the peak vertebral bone stress by 23.6%and 11.6%,and the peak intervertebral disc stress by 42.3%and 63.4%under 8 G and 10 G conditions,respectively.The maximum stress difference of 34.3 MPa was achieved by the active muscle action at 15° backward tilting.Conclusions The neck showed better stability by the active muscle action under the impact of high Gx loading.At different tilting angles,the active muscle action was more obvious in the backward tilting posture compared with the forward tilting and upright seated postures,and the backward tilting posture was safer to meet the impact when the same active muscle action was applied.The results can provide a reference for the subsequent studies related to the neck injury.
3.Evaluation of machine learning prediction of altered inflammatory metabolic state after neoadjuvant therapy for breast cancer
Qizhen WU ; Qiming LIU ; Yezi CHAI ; Zhengyu TAO ; Yinan WANG ; Xinning GUO ; Meng JIANG ; Jun PU
Journal of Shanghai Jiaotong University(Medical Science) 2024;44(9):1169-1181
Objective·To develop a machine learning approach for early identification of metabolic syndromes associated with inflammatory metabolic state changes in breast cancer patients after neoadjuvant therapy,using common laboratory and transthoracic echocardiography indices.Methods·Female patients with primary invasive breast cancer diagnosed at the Department of Breast Surgery,Renji Hospital,Shanghai Jiao Tong University School of Medicine,between September 2020 and September 2022,were included.General patient information,laboratory test results,and transthoracic echocardiography data were collected.After feature extraction,five machine learning algorithms,including random forest(RF),gradient boosting(GB),support vector machine(SVM),K-nearest neighbor(KNN),and decision tree(DT),were applied to construct a prediction model for the changes of the patients' metabolic state after neoadjuvant therapy,and the prediction performances of the five models were compared.Results·A total of 232 cases with valid clinical data were included,comprising 135 cases before neoadjuvant therapy and 97 cases after completing 4 cycles of neoadjuvant therapy.Feature extraction identified five key features:white blood cell count,hemoglobin,high-density lipoprotein(HDL),interleukin-2 receptor,and interleukin-8.In the multi-feature analysis,the area under the receiver operating characferistic curve(AUC)was higher in the combination of white blood cell count,hemoglobin and HDL compared to the combination of interleukin-2 receptor and interleukin-8(RF:0.928 vs 0.772,GB:0.900 vs 0.792,SVM:0.941 vs 0.764,KNN:0.907 vs 0.762,DT:0.799 vs 0.714).The RF,SVM,and GB models showed higher AUC(0.928,0.941,0.900)and accuracy(0.914,0.897,0.776).The SVM model exhibited superior accuracy in the training data compared to the RF and GB models(P=0.394,0.122 and 0.097,respectively).Conclusion·The SVM model can be used to establish a prediction model for identifying breast cancer patients at high risk of developing inflammatory metabolic state-related metabolic syndrome after neoadjuvant therapy by incorporating five common clinical indicators,namely,white blood cell count,hemoglobin,high-density lipoprotein,interleukin-2 receptor,and interleukin-8.SVM modeling may be useful for clinicians to establish individualized screening protocols based on a patient's inflammatory metabolic state.
4.Efficacy and safety of hybrid surgery for the recanalization of carotid artery occlusion after stenting
Zhengyu WANG ; Guangdong LU ; Tao WANG ; Wenlong XU ; Xia LU ; Fei CHEN ; Bin YANG ; Peng GAO ; Yabing WANG ; Yanfei CHEN ; Yan MA ; Liqun JIAO
Chinese Journal of Cerebrovascular Diseases 2024;21(8):505-513
Objective To investigate the efficacy and safety of hybrid surgery for the recanalization of carotid artery occlusion after stenting.Methods Clinical data and results of 17 patients with occlusion after carotid artery stenting and treated with hybrid surgery from June 2016 to April 2023 at the Department of Neurosurgery Cerebral Blood Flow Reconstruction Center of Xuanwu Hospital,Capital Medical University were retrospectively analyzed.According to whether the recanalization was successful,17 patients were divided into the the successful recanalization group and the failed recanalization group.Successful recanalization was defined as achieving modified thrombolysis in cerebral infarction(mTICI)grade ≥2b and residual stenosis<50%.Baseline data(age,sex,body mass index,smoking history,alcohol consumption history,hypertension history,diabetes history,hyperlipidemia history,coronary heart disease history),clinical data(National Institutes of Health Stroke Scale[NIHSS]score at admission,fasting blood glucose,low density lipoprotein,high density lipoprotein,total cholesterol,triglyceride,occlusion side and segment,combination with severe stenosis or occlusion of the contralateral carotid artery,opening of the anterior communicating artery,opening of the posterior communicating artery,compensation of the external and internal carotid artery,compensation of the pia artery,stump morphology,and time from imaging diagnosis of occlusion to recanalization)were documented and compared between groups.The recanalization of occlusive vessels and perioperative complications were recorded.Imaging and clinical follow-up were performed 3,6 months and≥1 year after surgery.Results Among the 17 patients,the ratio of successful recanalization was 13/17.One patient had re-occlusion after operation,which was re-opened after thrombolysis,but neck hematoma with dyspnea occurred,and recovered after emergency operation.There was no postoperative stroke or death.The incidence of perioperative complications was 1/17.Compared with the successful recanalization group,the levels of high density lipoprotein and total cholesterol in the failed recanalization group were higher,and the differences between the groups were statistically significant(high density lipoprotein[1.3±0.3]mmol/L vs.[0.9±0.3]mmol/L,t=-2.139;total cholesterol:[4.2±0.8]mmol/L vs.[3.1±0.7]mmol/L,t=-2.649;both P<0.05);There were no significant differences in other baseline data and clinical data(all P>0.05).Imaging follow-up was completed in 9 of the 13 patients in the successful recanalization group,and the follow-up time was 3.8-36.9 months,with a median follow-up time of 22.8(12.8,34.7)months.Among them,1 patient(1/9)developed restenosis of recanalization vessels at 33.0 months after surgery and underwent stent implantation again.Conclusions The preliminary analysis showed that the occlusion after carotid artery stenting had better recanalization success and lower perioperative complications.In patients with chronic occlusion after carotid stenting,the application of a hybrid surgery for opening may be attempted under multimodal imaging assessment.
5.Predictive value of MRA combined with CTA for neurological function in elderly patients with cerebral infarction
Jian TAO ; Lei HAN ; Dongyang YU ; Zhengyu ZHAO ; Haifeng LU ; Yong LIU ; Chunsheng YANG
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2024;26(12):1452-1456
Objective To analyze the predictive value of magnetic resonance angiography(MRA)combined with CT angiography for the prognosis of neurological function in elderly patients with cerebral infarction and its influencing factors.Methods A total of 102 elderly patients with cere-bral infarction admitted to our hospital from April 2020 to August 2023 were recruited,and ac-cording to the modified Rankin scale(mRS),they were divided into good prognosis group(mRS score≤3,66 patients)and poor prognosis group(mRS score>3,36 patients).Their clinical data were collected.The stenosis rate of the lesion site was examined by MRA,and the Alberta stroke program early CT score(ASPECTS)was semi-quantitatively evaluated with CT angiography ex-amination.Multivariate logistic regression analysis was used to identify the influencing factors for poor neurological prognosis.ROC curve was plotted to analyze the predictive value of MRA com-bined with CT angiography for the prognosis.Results Advanced age,higher NIHSS score,larger white blood cell and neutrophil counts,and higher homocysteine level were observed in the poor prognosis group than the good prognosis group(P<0.01).The poor prognosis group had signifi-cantly higher stenosis rate and lower ASPECTS than the good prognosis group(P<0.01).Multi-variate logistic regression analysis showed that NIHSS score,white blood cell count,neutrophil count,stenosis rate and ASPECTS were independent risk factors for poor prognosis of neurologi-cal function in elderly patients with cerebral infarction(P<0.05,P<0.01).The AUC value of stenosis rate,ASPECTS and their combination in predicting poor prognosis of neurological func-tion in elderly patients with cerebral infarction were 0.745(95%CI:0.645-0.844)and 0.711(95%CI:0.598-0.824),and 0.891,respectively.The AUC value of the combination was the highest,with a sensitivity of 87.76%and a specificity of 63.65%.Conclusion NIHSS score,white blood cell count,neutrophil count,stenosis rate and ASPECTS are independent risk factors for poor prognosis of neurological function in elderly patients with cerebral infarction.The combina-tion of stenosis rate and ASPECTS based on MRA and CT angiography has the highest predictive value.
6.Predictive value of MRA combined with CTA for neurological function in elderly patients with cerebral infarction
Jian TAO ; Lei HAN ; Dongyang YU ; Zhengyu ZHAO ; Haifeng LU ; Yong LIU ; Chunsheng YANG
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2024;26(12):1452-1456
Objective To analyze the predictive value of magnetic resonance angiography(MRA)combined with CT angiography for the prognosis of neurological function in elderly patients with cerebral infarction and its influencing factors.Methods A total of 102 elderly patients with cere-bral infarction admitted to our hospital from April 2020 to August 2023 were recruited,and ac-cording to the modified Rankin scale(mRS),they were divided into good prognosis group(mRS score≤3,66 patients)and poor prognosis group(mRS score>3,36 patients).Their clinical data were collected.The stenosis rate of the lesion site was examined by MRA,and the Alberta stroke program early CT score(ASPECTS)was semi-quantitatively evaluated with CT angiography ex-amination.Multivariate logistic regression analysis was used to identify the influencing factors for poor neurological prognosis.ROC curve was plotted to analyze the predictive value of MRA com-bined with CT angiography for the prognosis.Results Advanced age,higher NIHSS score,larger white blood cell and neutrophil counts,and higher homocysteine level were observed in the poor prognosis group than the good prognosis group(P<0.01).The poor prognosis group had signifi-cantly higher stenosis rate and lower ASPECTS than the good prognosis group(P<0.01).Multi-variate logistic regression analysis showed that NIHSS score,white blood cell count,neutrophil count,stenosis rate and ASPECTS were independent risk factors for poor prognosis of neurologi-cal function in elderly patients with cerebral infarction(P<0.05,P<0.01).The AUC value of stenosis rate,ASPECTS and their combination in predicting poor prognosis of neurological func-tion in elderly patients with cerebral infarction were 0.745(95%CI:0.645-0.844)and 0.711(95%CI:0.598-0.824),and 0.891,respectively.The AUC value of the combination was the highest,with a sensitivity of 87.76%and a specificity of 63.65%.Conclusion NIHSS score,white blood cell count,neutrophil count,stenosis rate and ASPECTS are independent risk factors for poor prognosis of neurological function in elderly patients with cerebral infarction.The combina-tion of stenosis rate and ASPECTS based on MRA and CT angiography has the highest predictive value.
7.Sputum Autoantibodies Are More Relevant in Autoimmune Responses in Asthma than Are Serum Autoantibodies
Rundong QIN ; Fei LONG ; Xiaojun XIAO ; Jing XIAO ; Zhengyu ZHENG ; Mulin FENG ; Renbin HUANG ; Tao PENG ; Jing LI
Allergy, Asthma & Immunology Research 2019;11(3):406-421
PURPOSE: The data on the differences between sputum autoantibodies (Sp-Abs) and serum autoantibodies (Se-Abs) in reflection of autoimmune responses to lungs is still lacking. METHODS: Ten types of Abs were investigated in matched Se and Sp samples collected from recruited subjects. Correlations between Ab levels and airway inflammatory parameters and measures of pulmonary function were assessed. The network-based and inter-correlated analysis was performed to explore the patterns of Sp- and Se-Ab profiles. RESULTS: Fifty stable asthmatic patients and 24 healthy volunteers were recruited for our study, 15 with mild asthma, 18 with moderate asthma and 17 with severe asthma. The concentrations of Sp-Ab against U1 small nuclear ribonucleoprotein (Sp-anti-U1-SnRNP), Sp-Ab against Smith antigen and Se-Ab against thyroid peroxidase (anti-TPO) in severe asthmatics and Sp-anti-U1-SnRNP in moderate asthmatics were significantly higher compared to healthy controls and mild asthmatic subjects (P < 0.05). Sp-anti-U1-SnRNP levels were positively correlated with the dose of inhaled corticosteroids, Sp eosinophil counts and fractional exhaled nitric oxide (r = 0.326, P = 0.022; r = 0.356, P = 0.012; r = 0.241, P = 0.025, respectively) and negatively correlated with Sp neutrophil counts (r = −0.308, P = 0.031) with adjustment for age. Spearman's correlation matrix showed multiple inter-correlations among Sp-Abs and Se-Abs (P < 0.05) while only the levels of Ab against DNA topoisomerase and anti-TPO in Se were correlated with those Sp-Ab counterparts (P < 0.05). The network-based analysis defined 2 clusters: clusters 1 and 2 contained 10 Sp-Abs and 10 Se-Abs, respectively. CONCLUSIONS: This study observes that Sp-Abs are more associated with clinical parameters and the severity of disease in asthma compared to Se-Abs. Targeting on Sp-Abs which are the hallmark of the localized autoimmune event might help us better understand the role of autoimmunity in the pathological mechanism of asthma.
Adrenal Cortex Hormones
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Asthma
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Autoantibodies
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Autoimmunity
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DNA Topoisomerases, Type I
;
Eosinophils
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Healthy Volunteers
;
Humans
;
Iodide Peroxidase
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Lung
;
Neutrophils
;
Nitric Oxide
;
Ribonucleoproteins, Small Nuclear
;
Sputum
8.Comparative study of two different surgical methods for the treatment of Garden Ⅲ and Ⅳ femoral neck fractures in young adults
Dong ZHANG ; Aixi YU ; Guorong YU ; Shengxiang TAO ; Zhengyu PAN ; Baiwen QI ; Weidong XIAO ; Kai DENG ; Zonghuan LI
Chinese Journal of Microsurgery 2018;41(5):428-432
Objective To compare internal fixation with hallow compression screws combined vascularized bone graft(observation group) with only three hallow compression screws(control group) in young patients' Garden III and IV femoral neck fractures. Methods The patients with femoral neck fracture were treated from January, 2004 to December, 2013 were retrospectively reviewed. A total of 417 displaced femoral neck fractures in young and mid-dle-aged patients were long term followed-up. One hundred and thirty-seven patients were underwent open reduction and internal fixation with 3 hallow compression screws combined with a greater trochanter bone graft supported by the profound branch of medial circumflex femoral artery;280 patients were treated by closed reduction with 3 hallow com-pression screws. Results Patients had been followed-up for 5-12 years. At the last follow-up point, the Harris score of flap in observation group(93.68±5.12) were higher than that in control group(92.53±6.12), while it was no sta-tistical difference(P>0.05). It was 0.7%of nonunion incidence rate in the observation group, and incidence of avascular necrosis of femoral head was 6.6%, and incidence of femoral neck shortening was 8.8%. In the control group, inci-dence of avascular necrosis of femoral head was 14.6%, nonunion incidence rate was 4.6%, and incidence of femoral neck shortening was 22.5%. The differences between two groups was statistically significance( P<0.05). Conclusion The open reduction and internal fixation which is hallow compression screws in combination with a greater trochanter bone graft supported by the profound branch of medial circumflex femoral artery is an optimal treatment for young adults with Garden III and IV femoral neck fractures.
9.Experimental research on the characteristics of pancreatic cells regeneration in an animal model for isolated pancreatic trauma
Guangyu CHEN ; Ruiwu DAI ; Hao LUO ; Zhengyu CHEN ; Tao CHEN ; Dongxuan LI ; Runhua LV ; Lijun TANG
Chongqing Medicine 2015;(4):442-445
Objective To study the relationships between tissue damage and the ability of the pancreatic cells to regenerate ,and analyze the alteration of the pancreatic cells regeneration .Methods Sixty rats were divided into two groups :impact group(the pan‐creas was injured by a BIM‐Ⅲ biotical impact machine ,40 rats) and control group(sham operated ,20 rats) .All rats were sacrificed at 6 h ,24 h ,72 h ,7 d after operation .The level of AMS ,LPS in the serum were detected by spectrophotometry ,pancreatic cells re‐generation were examined and analyzed by TUNEL staining and flow cytomertry ,and the Bcl‐2 and Bax expression were measured by Western blot .Results In the impact groups ,LPS was activated later than AMS ,and lasted persistently .The results from TUNEL stain ,flow cytometry and Western blot indicated that pancreatic trauma induces cell death and the compensatory prolifera‐tion of pancreatic cells .The characteristics of pancreatic cells regeneration in the animal model of isolated pancreatic trauma indicate that the proper remedial time is in the first 24h after the pancreatic trauma .Conclusion Detecting AMS and LPS at the same time can help us to determine the exocrine function of pancrease .
10.A clinical observation of percutaneous balloon dilation and maintenance percutaneous transhepatic cholangial catheter drainage for treatment of 21 patients with benign biliary strictures and difficult endoscopy
Jie PAN ; Haifeng SHI ; Xiaoguang LI ; Xiaobo ZHANG ; Wei LIU ; Zhengyu JIN ; Tao HONG ; Aiming YANG ; Ning YANG
Chinese Journal of Internal Medicine 2012;51(6):433-436
Objective To investigate the value of percutaneous balloon dilation and percutaneous transhepatic cholangial drainage (PTCD) catheter maintenance in the treatment of benign biliary strictures.Methods The clinical data of 21 patients with benign biliary strictures at Peking Union Medical College Hospital from June 2005 to June 2011 were retrospectively studied,in which 12 patients in severe stricture (stenosis > 70% ) were treated with percutaneous balloon dilation and PTCD catheter placed across the stricture,while another 9 patients in median stricture( stenosis < 70% ) were only treated with PTCD catheter maintenance.Results Of the 12 patients underwent balloon dilation and 6-12 months ( median:9 months)of PTCD catheter placement,11 patients had the catheter successfully removed.In the follow-up of 6-24months ( median:10 months),patency of bile duct was preserved in 9 of 11 patients,and recurrent stenosis was seen in 2 patients.A severe complication with biliary artery branch rupture and massive hemobilia was seen in 1 patient during balloon dilation.Of the 9 patients only treated with 1-12 months (median:6months) of PTCD catheter placement,7 patients had the catheter successfully removed.In the follow-up of 5-18 months (median:8 months),patency of bile duct was preserved in 5 of 7 patients,and recurrent stenosis was seen in 2 patients.No severe complication occurred.Conclusions When endoscopy therapy is failed or the patient can't undergo endoscopy therapy,the percutaneous balloon dilation and PTCD catheter maintenance method is an effective alternative therapeutic approach in the treatment of benign biliary strictures.The moderate benign biliary stricture may be effectively treated only by the PTCD catheter maintenance method.

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