1.Characteristics of electroencephalogram power spectrum in cerebral infarction of various sites and neurological deficit serverites
Xinying ZHAO ; Fuda YU ; Hui WANG ; Xiaofeng LI ; Xiaodi ZHANG ; Donger BAI ; Jiamin LI
Chinese Journal of Rehabilitation Theory and Practice 2025;31(10):1188-1193
Objective To investigate the characteristics of the relative electroencephalogram(EEG)power spectrum in cerebral in-farction patients with different lesion locations and neurological deficit severities.Methods From February,2024 to May,2025,70 patients with cerebral infarction who completed EEG examinations at Shijiazhuang People's Hospital were enrolled.They were divided into cortical group(n=19)and subcortical group(n=51)based on admission MRI/CT imaging,and divided into mild group(n=53)and moderate-to-se-vere group(n=17)according to the scores of National Institutes of Health Stroke Scale(NIHSS)and Barthel In-dex.All patients underwent 32-channel video-EEG monitoring.The power spectral density of α and θ waves,and the(δ+θ)/(α+β)ratio(DTABR)were analyzed in eight electrodes of F3,F4,P3,P4,T3,T4,O1 and O2.Results DTABR was higher in the cortical group than in the subcortical group across all eight electrodes(|Z|≥2.047,P<0.05),while the relative power decreased in α waves(|Z|≥1.968,P<0.05),and increased in θ waves(|Z|≥1.988,P<0.05)in the cortical group.DTABR was higher in the moderate-to-severe group than in the mild group(|Z|≥2.263,P<0.05).Conclusion Elevated DTABR suggests cortical involvement or more severe neurological impairment,and decreased αwave and increased θ wave activity are primarily observed in patients with cortical lesions,potentially serving as EEG indicators for identifying cortical involvement.
2.Construction of a predictive model for the progression of adolescent idiopathic scoliosis based on ma-chine learning algorithms
Jie LI ; Xiaofeng ZHAO ; Runtian ZHOU
Chinese Journal of Spine and Spinal Cord 2025;35(8):837-847
Objectives:To identify the core predictor variables for adolescent idiopathic scoliosis(AIS)pro-gression using machine learning algorithms and develop a risk prediction model.Methods:A cohort of 361 AIS patients initially diagnosed at the Second Hospital of Shanxi Medical University between January 2018 and June 2023 was enrolled and followed.Demographic data and imaging data of the patients were collected.The patients were stratified into progression(Cobb angle increased ≥6° in the primary curve)and non-pro-gression groups,and were randomly divided into training and test sets at an 8∶2 ratio.Predictor variables were selected using LASSO regression and random survival forest(RSF)algorithms.Three prediction models were developed:a RSF model,a survival support vector machine(SSVM)model,and an extreme gradient boosting(XGBoost)model.An optimal model was selected according to the concordance index(C-index)and integrated Brier score,and the discrimination,accuracy and clinical application value of the optimal model were assessed using receiver operating characteristic(ROC)and area under the curve(AUC),bootstrap-corrected C-index,calibration curves,integrated Brier score,and decision curve analysis(DC A)based on the training set.Results:The scoliosis progression rate of the 361 AIS patients was 41.27%.The predictors consistently identified with LASSO regression and RSF algorithm were initial Cobb angle,Risser sign,apical vertebral ro-tation,spinal growth rate,brace treatment or not,T1 tilt angle,and apical vertebra translation.The RSF model demonstrated superior performance with a C-index of 0.837(vs.0.790 for SSVM and 0.743 for XG-Boost)and the lowest integrated Brier score(0.084 vs.0.161 and 0.133).Time-dependent AUC values for the RSF model were 0.903(95%CI:0.829-0.977)at 6 months,0.870(95%CI:0.756-0.985)at 12 months,0.858(95%CI:0.742-0.973)at 18 months,and 0.862(95%CI:0.728-0.997)at 24 months.Bootstrap-corrected C-in-dex remained robust at 0.842(95%CI:0.749-0.917).Calibration curves showed close alignment between pre-dicted and observed outcomes,with an integrated Brier score of 0.084.DCA revealed clinical utility across threshold probabilities of 5%-20%(6-month),10%-80%(12-month),10%-70%(18-month),and 25%-85%(24-month).Conclusions:The RSF model incorporating initial Cobb angle,Risser sign,apical vertebra rotation,spinal growth rate,brace treatment or not,T1 tilt angle,and apical vertebra translation can effectively predict risk probability of scoliosis progression in future for AIS patients after initial diagnosis.
3.Role and mechanisms of SIRT5 in pulmonary microvascular endothelial cell injury in sepsis
Shanzhi ZHAO ; Xiangtao ZHENG ; Xiaofeng WANG ; Erzhen CHEN ; Fangchen GONG ; Ying CHEN
Journal of Shanghai Jiaotong University(Medical Science) 2025;45(9):1116-1125
Objective·To investigate the role and mechanism of sirtuin 5(SIRT5)in pulmonary microvascular endothelial cell injury in sepsis.Methods·Wild-type(WT)and Sirt5 gene knockout C57BL/6 male mice underwent cecal ligation and puncture(CLP)surgery.Following euthanasia,lung tissues were collected.Pulmonary inflammation was assessed using hematoxylin and eosin(H-E)staining;vascular leakage was evaluated by Evans blue(EB)staining;coagulation function in mice was analyzed via immunofluorescence staining of lung tissues.Immunohistochemical staining was employed to detect vascular cell adhesion molecule-1(VCAM-1)protein expression,thereby assessing endothelial inflammation in CLP-treated mice.By using gene editing technology,SIRT5 was knocked down or overexpressed in human umbilical vein endothelial cells(HUVECs),and the cells were subsequently stimulated with lipopolysaccharide(LPS)to induce endothelial inflammation.Protein expression levels of VCAM-1,tissue factor(TF),and other endothelial injury markers were detected by Western blotting,and inflammatory cytokines such as interleukin-6(IL-6)and IL-1β,were detected by quantitative real-time PCR(qPCR).In addition,transcriptomic sequencing was performed on HUVECs overexpressing SIRT5,and key genes including F2R-like thrombin or trypsin receptor 3(F2RL3),serpin family A member 3(SERPINA3),and transforming growth factor β2/β3(TGF-β2/3)were validated by qPCR.Results·Sirt5 knockout significantly aggravated lung injury in CLP mice,reducing their survival rates(P<0.001).H-E staining showed increased inflammatory infiltration in the lung tissue of the mice,while EB staining indicated increased vascular leakage(P<0.001).Immunofluorescence revealed elevated fibrinogen deposition.In HUVECs with SIRT5 knockdown,the protein levels of VCAM-1 and TF,as well as the mRNA levels of inflammatory factors including IL-6,IL-1β,VCAM-1,and E-selectin,were significantly upregulated(all P<0.001),whereas overexpression of SIRT5 reversed these effects.Transcriptome sequencing analysis indicated that SIRT5 regulated endothelial inflammation and coagulation responses by inhibiting the F2RL3/SERPINA3/TGF-β pathway.Conclusion·SIRT5 negatively regulates the F2RL3/SERPINA3/TGF-β signaling axis,thereby alleviating endothelial inflammation and promoting coagulation responses,suggesting its potential protective role in sepsis-induced lung injury.
4.Analysis of changes in ocular surface biology and visual quality in diabetic dry eye patients under different influencing factors
Juan TANG ; Hua XUE ; Qingqing ZHAO ; Lingling ZHENG ; Dan ZHANG ; Silun XIONG ; Yuru ZHANG ; Tingting ZHANG ; Xue YANG ; Dan YE ; Xiaofeng YANG ; Tao LI
Recent Advances in Ophthalmology 2025;45(7):554-561
Objective To investigate the factors that influence ocular surface biology and visual acuity in individuals with diabetic dry eye(DDE)and analyze how these factors contribute to changes in visual quality.Methods Based on the disease duration,fasting blood glucose(FBG),and glycated hemoglobin(HbA1c)levels of patients with type 2 diabe-tes mellitus(T2DM),the DDE patients were divided into different groups.Logistic regression analysis was used to identify influencing factors related to ocular surface biology and visual quality in each group of DDE patients.Tear film stability was evaluated based on the tear film rupture time(BUT),Schirmer I test(SIt),and ocular surface disease index(OSDI).Lip-iview? Surface interferometers were used to measure tear film lipid layer thickness(LLT),meibomian gland loss rate(MGP),meibomian gland opening number(MGYLS),and meibomian gland secretion score(MGYSS).Wavefront aber-rometry was used to measure corneal wavefront aberration values at 4 mm and 6 mm pupil diameters.Ocular response ana-lyzer(ORA)was adopted to analyze corneal hysteresis(CH)and corneal resistance factor(CRF).Moreover,ELISA ex-periment to evaluate the trend of changes in inflammatory factors in tears.Results Logistic regression analysis revealed that T2DM duration,smoking history,FBG,HbA1c,total cholesterol(TC),triglycerides(TG),OSDI score,LLT,BUT,SIt,MGP,MGYLS,MGYSS,total higher-order aberrations,spherical aberration,coma aberration,trefoil aberration,tumor necrosis factor-α,interleukin-6,matrix metalloproteinase-9,receptor for advanced glycation end products,and insu-lin were all influencing factors for the risk of DDE(all P<0.05).As the T2DM course prolonged and FBG or HbA1 c levels rose,tear film-related indicators(LLT,BUT,and SIt)and meibomian gland-related indicators(MGYLS and MGYSS)inpa-tients gradually decreased,while OSDI scores and MGP gradually increased(all P<0.05).As the T2DM course prolonged and FBG or HbA1c levels rose,the total higher-order aberrations,spherical aberration,coma aberration,and trefoil aber-ration in DDE patients under 4 mm and 6 mm pupil diameters gradually increased;Meanwhile,best corrected visual acuity,corneal hysteresis,and corneal resistance factor gradually decreased;The contents of tumor necrosis factor-α,interleukin-6,matrix metalloproteinase-9,receptor for advanced glycation end products,and insulin in tears all gradually increased,while mucin-5AC gradually decreased(all P<0.05).Conclusion With the prolongation of T2DM duration and the in-crease of FBG or HbA1c,the ocular surface inflammatory response in DDE patients gradually worsens,corneal biological function decreases,and visual quality deteriorates.Timely systemic and local interventions are of great significance for im-proving dry eye symptoms and visual quality in DDE patients.
5.The relationship between of methylation brain-derived neurotrophic factor and the efficacy of ketamine in the treatment of treatment-resistant depression
Yuting LAN ; Yanling ZHOU ; Guanxi LIU ; Weicheng LI ; Xiaofeng LAN ; Cunyou ZHAO ; Yuping NING
Chinese Journal of Nervous and Mental Diseases 2025;51(4):232-239
Objective Based on a clinical cohort study of repeated ketamine infusions for treatment-resistant depression(TRD),this study aimed to examine differences in brain-derived neurotrophic factor(BDNF)methylation among patients with varying therapeutic responses and explore its potential role in predicting treatment efficacy.Methods A retrospective analysis was conducted on peripheral plasma BDNF levels in 83 patients with TRD before and after a 2-week course of ketamine treatment(6 injections total).The Montgomery-Asberg depression rating scale(MADRS)was used to assess treatment efficacy.BDNF methylation levels were compared between responder group and non-responder group.The effect of methylation of the target CpG site on transcriptional activity was verified by using the dual luciferase reporter gene system.Results In patients with TRD who completed six repeated ketamine infusions,the responder group showed significant improvements compared to baseline levels in both MADRS scores(25.20±7.54 vs.8.10±5.32,P<0.01)and plasma BDNF concentrations[8.74(5.26,13.46)ng/mL vs.16.59(7.41,24.46)ng/mL,P<0.01].At baseline,35 CpG sites within the BDNF gene displayed significant methylation differences between response groups(P<0.05).Two CpG sites(rs1240718851 and cg06260077)located in the BDNF promoter region demonstrated a hypermethylation-low expression correlation,and dual-luciferase reporter assays confirmed that one of these sites functionally modulates BDNF expression.Conclusions The plasma BDNF concentration in TRD patients increases with the remission of depressive symptoms.The regulation of BDNF gene expression by methylation can predict the antidepressant efficacy of repeated intravenous ketamine.
6.Effects of sampling methods on evaluating post-treatment pathological response in resected non-small cell lung cancer specimens with diameter greater than 3 cm
Huifang LIU ; Yan HUANG ; Junhong GUO ; Shaoling LI ; Jielu LIN ; Shengnan ZHAO ; Xiaofeng XIE ; Ranyue WANG ; Jie KONG ; Jianjun LI ; Likun HOU ; Chunyan WU
Chinese Journal of Pathology 2025;54(5):463-469
Objective:To investigate the effects of sampling methods on pathological assessment of resected non-small cell lung cancer (NSCLC) specimen with tumor maximum diameter >3 cm after neoadjuvant therapy.Methods:NSCLC patients with a large tumor (diameter >3 cm) that were resected after neoadjuvant therapy from June 2020 to July 2023 were retrospectively collected in the Department of Pathology, Shanghai Pulmonary Hospital, Shanghai, China. Sampling methods of the tumor bed were performed in accordance with the international and Chinese experts recommendations for resection specimens following neoadjuvant therapy (recommended sampling method, RSM), and all remaining tumor bed lesions were completely sampled after recommended sampling (complete sampling method, CSM). The difference of pathological response assessment of residual viable tumor (RVT) between RSM and CSM was examined.Results:A total of 90 cases were identified and analyzed, including 39 cases of squamous cell carcinoma and 51 cases of adenocarcinoma, treated with neoadjuvant therapy including chemotherapy in 22 cases (24.4%), targeted therapy in 14 cases (15.6%), and chemoimmunotherapy in 54 cases (60.0%). There were 62 males and 28 females with an average age of (62.7±17.9) years. The average tumor maximum diameter was 4.3 cm (range, 3.1-8.0 cm). The average number of sampled blocks was 8 blocks (range, 5 to 16) and 15 blocks (range, 8 to 36) per case by RSM and CSM, respectively. According to the definition of major pathological response (MPR) in which RVT is ≤10%, the numbers of patients with MPR were 34 cases by RSM and 30 cases by CSM, respectively. Four cases showed inconsistent RVT between the two methods, including one case of squamous cell carcinoma and three cases of adenocarcinoma. The RVT of the four inconsistent cases was 7%, 7%, 5% and 9% (MPR by RSM), and 15%, 15%, 15% and 20% (non-MPR by CSM), respectively. The kappa values of MPR consistency evaluated by the two sampling methods were 0.893 for all cases, 0.906 for squamous cell carcinoma cases and 0.751 for adenocarcinoma cases. According to MPR cut-off of 65% for invasive primary adenocarcinoma, 24 cases and 20 cases achieved MPR by RSM and CSM, respectively. Of the four inconsistent cases, the RVT by RSM was 60% in three cases and 65% in one case (MPR), whereas the RVT by CSM was 70% in three cases and 75% in one case (non-MPR). The kappa value of the two sampling methods was 0.741.Conclusions:There is high consistency between RSM and CSM in the pathological assessment of post-treatment responses in resected NSCLC specimens with tumor maximum diameter larger than 3 cm. When the percentage of RVT cells is close to MPR, re-evaluation of the specimen is required and CSM may be necessary to accurately evaluate the degree of pathological remission, assist in clinical postoperative treatment, and predict patient prognosis.
7.Development of patch clamp technology in the past 10 years:visual analysis based on CiteSpace and VOSviewer
Haizhen GUO ; Zidong CONG ; Yuke ZHAO ; Xiaofeng LI ; Lu YU ; Shule QIAN ; Runying WANG ; Wuxun DU
Chinese Journal of Tissue Engineering Research 2025;29(31):6717-6726
BACKGROUND:Patch clamp technique has been developed for more than 40 years as the"gold standard"for the study of ion channels.However,the research content of scientific research institutions is relatively independent,and the existing research results are not systematically summarized,which leads to the phenomenon of high repeatability and weak innovation in the existing research.Therefore,it is urgent to make a comprehensive review of patch clamp technology to clarify the current research status,hot spots,and future development direction.OBJECTIVE:To summarize the research status and development trend of patch clamp technique in recent 10 years.METHODS:Publications on patch clamp technology from 2013 to 2023 were collected using the Web of Science core collection database.CiteSpace and VOSviewer software were used to quantify the number of publications and analyze the network of literature entries,including countries,institutions,journals,authors,keywords,highly cited literature,and co-cited references.RESULTS AND CONCLUSION:(1)In recent 10 years,the research in the field of patch clamp technology has gradually entered a stage of stable development.(2)China and the United States are the leading countries in this regard.The Chinese Academy of Sciences is an institution with core influence.Journal of Neuroscience is the main publication.Park,Won Sun team(Jeonbuk National University)and Chu,Li team(Hebei Key Laboratory of Chinese Medicine Research on Cardio-Cerebrovascular Disease)have made outstanding contributions in this field,but there is less collaboration and communication between the teams and no network cooperation model has been formed.(3)Patch clamp technology is mainly used in the electrophysiological characteristics of the nervous system and the pathological mechanism of the disease,which is the focus of researchers'continuous attention.(4)In the study of electrophysiological characteristics of cardiovascular system and its pathological mechanism,the electrophysiological characteristics of primary cardiomyocytes and induced pluripotent stem cell-derived cardiomyocytes and the pathological mechanism of atrial fibrillation,cardiotoxicity,sudden cardiac death,hypertension and other cardiovascular diseases have been the focus of research in recent years.(5)In the application of patch clamp technology combined with other biotechnology,it will be an important research direction to focus on the cross fusion with optogenetics,two-photon calcium imaging and other technologies.(6)In the research of drug screening and identification of therapeutic targets,especially the research of patch clamp technology and traditional Chinese medicine compound,it will become a great help in the future research of component traditional Chinese medicine.
8.Protective effect of mangiferin on oxidative stress injury in rat bone marrow mesenchymal stem cells
Xiaofeng LI ; Duo ZHAO ; Qin OUYANG ; Zixiang PANG ; Yuquan LI ; Qianfen CHEN
Chinese Journal of Tissue Engineering Research 2025;29(13):2669-2674
BACKGROUND:Mesenchymal stem cell transplantation has a certain effect on spinal cord injury,but there are still some problems such as low survival rate and poor efficiency of cell transplantation caused by local oxidative stress environment.OBJECTIVE:To explore the protective effect of mangiferin on oxidative stress of bone marrow mesenchymal stem cells.METHODS:Rat bone marrow mesenchymal stem cells at passage 3 were added to mangiferin and incubated for 2 hours according to the gradient of concentration (0,20,40,80,and 160 μmol/L).A serum-free medium containing 400 μmol/L H2O2 was added,and a gradient concentration of mangiferin was added again and cultured for 12 and 24 hours.Rat bone marrow mesenchymal stem cells were cultured as normal control group.Cell survival was detected by MTT assay in each group.The superoxide dismutase,malondialdehyde,and catalase in the culture medium were detected in accordance with the instruction of the kit.RESULTS AND CONCLUSION:Compared with normal control group,cell viability in the H2O2 group was significantly decreased (P<0.01),and the levels of superoxide dismutase and catalase were significantly decreased (P<0.01),while the level of malondialdehyde was significantly increased (P<0.01).Compared with H2O2 group,the survival rate of cells was significantly increased (P<0.01),and the levels of superoxide dismutase and catalase were significantly increased (P<0.01),while the level of malondialdehyde was significantly decreased (P<0.01) in the mangiferin group.Mangiferin showed concentration-dependent antioxidant stress protective activity above 20 μmol/L,and no cytotoxicity below 160 μmol/L.These findings indicate that antioxidant mangiferin can increase the antioxidant activity of bone marrow mesenchymal stem cells and provide a new preconditioning strategy for bone marrow mesenchymal stem cell transplantation.
9.Characteristics of electroencephalogram power spectrum in cerebral infarction of various sites and neurological deficit serverites
Xinying ZHAO ; Fuda YU ; Hui WANG ; Xiaofeng LI ; Xiaodi ZHANG ; Donger BAI ; Jiamin LI
Chinese Journal of Rehabilitation Theory and Practice 2025;31(10):1188-1193
Objective To investigate the characteristics of the relative electroencephalogram(EEG)power spectrum in cerebral in-farction patients with different lesion locations and neurological deficit severities.Methods From February,2024 to May,2025,70 patients with cerebral infarction who completed EEG examinations at Shijiazhuang People's Hospital were enrolled.They were divided into cortical group(n=19)and subcortical group(n=51)based on admission MRI/CT imaging,and divided into mild group(n=53)and moderate-to-se-vere group(n=17)according to the scores of National Institutes of Health Stroke Scale(NIHSS)and Barthel In-dex.All patients underwent 32-channel video-EEG monitoring.The power spectral density of α and θ waves,and the(δ+θ)/(α+β)ratio(DTABR)were analyzed in eight electrodes of F3,F4,P3,P4,T3,T4,O1 and O2.Results DTABR was higher in the cortical group than in the subcortical group across all eight electrodes(|Z|≥2.047,P<0.05),while the relative power decreased in α waves(|Z|≥1.968,P<0.05),and increased in θ waves(|Z|≥1.988,P<0.05)in the cortical group.DTABR was higher in the moderate-to-severe group than in the mild group(|Z|≥2.263,P<0.05).Conclusion Elevated DTABR suggests cortical involvement or more severe neurological impairment,and decreased αwave and increased θ wave activity are primarily observed in patients with cortical lesions,potentially serving as EEG indicators for identifying cortical involvement.
10.Effects of sampling methods on evaluating post-treatment pathological response in resected non-small cell lung cancer specimens with diameter greater than 3 cm
Huifang LIU ; Yan HUANG ; Junhong GUO ; Shaoling LI ; Jielu LIN ; Shengnan ZHAO ; Xiaofeng XIE ; Ranyue WANG ; Jie KONG ; Jianjun LI ; Likun HOU ; Chunyan WU
Chinese Journal of Pathology 2025;54(5):463-469
Objective:To investigate the effects of sampling methods on pathological assessment of resected non-small cell lung cancer (NSCLC) specimen with tumor maximum diameter >3 cm after neoadjuvant therapy.Methods:NSCLC patients with a large tumor (diameter >3 cm) that were resected after neoadjuvant therapy from June 2020 to July 2023 were retrospectively collected in the Department of Pathology, Shanghai Pulmonary Hospital, Shanghai, China. Sampling methods of the tumor bed were performed in accordance with the international and Chinese experts recommendations for resection specimens following neoadjuvant therapy (recommended sampling method, RSM), and all remaining tumor bed lesions were completely sampled after recommended sampling (complete sampling method, CSM). The difference of pathological response assessment of residual viable tumor (RVT) between RSM and CSM was examined.Results:A total of 90 cases were identified and analyzed, including 39 cases of squamous cell carcinoma and 51 cases of adenocarcinoma, treated with neoadjuvant therapy including chemotherapy in 22 cases (24.4%), targeted therapy in 14 cases (15.6%), and chemoimmunotherapy in 54 cases (60.0%). There were 62 males and 28 females with an average age of (62.7±17.9) years. The average tumor maximum diameter was 4.3 cm (range, 3.1-8.0 cm). The average number of sampled blocks was 8 blocks (range, 5 to 16) and 15 blocks (range, 8 to 36) per case by RSM and CSM, respectively. According to the definition of major pathological response (MPR) in which RVT is ≤10%, the numbers of patients with MPR were 34 cases by RSM and 30 cases by CSM, respectively. Four cases showed inconsistent RVT between the two methods, including one case of squamous cell carcinoma and three cases of adenocarcinoma. The RVT of the four inconsistent cases was 7%, 7%, 5% and 9% (MPR by RSM), and 15%, 15%, 15% and 20% (non-MPR by CSM), respectively. The kappa values of MPR consistency evaluated by the two sampling methods were 0.893 for all cases, 0.906 for squamous cell carcinoma cases and 0.751 for adenocarcinoma cases. According to MPR cut-off of 65% for invasive primary adenocarcinoma, 24 cases and 20 cases achieved MPR by RSM and CSM, respectively. Of the four inconsistent cases, the RVT by RSM was 60% in three cases and 65% in one case (MPR), whereas the RVT by CSM was 70% in three cases and 75% in one case (non-MPR). The kappa value of the two sampling methods was 0.741.Conclusions:There is high consistency between RSM and CSM in the pathological assessment of post-treatment responses in resected NSCLC specimens with tumor maximum diameter larger than 3 cm. When the percentage of RVT cells is close to MPR, re-evaluation of the specimen is required and CSM may be necessary to accurately evaluate the degree of pathological remission, assist in clinical postoperative treatment, and predict patient prognosis.

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