1.MR high-resolution vessel wall imaging radiomics combined with attention mechanism for predicting stroke recurrence in patients with symptomatic intracranial atherosclerosis stenosis
Yu GAO ; Zi'ang LI ; Zhengqi WEI ; Lin HAN ; Jie WANG ; Ruifang YAN ; Hongling ZHAO ; Hongkai CUI
Chinese Journal of Medical Imaging Technology 2025;41(2):229-233
Objective To observe the value of the integrated model of MR high-resolution vascular wall imaging(HR-VWI)and attention mechanism for predicting stroke recurrence in symptomatic intracranial atherosclerotic stenosis(sICAS)patients.Methods A total of 363 patients with sICAS who underwent HR-VWI were enrolled and stratified into training set(n=254)and validation set(n=109)according to their origins.Employing a radiomics model that utilized HR-VWI T1 and contrast-enhanced sequences for feature extraction,image data were captured from relevant plaques.Subsequently,a Trans model was developed by integrating the Transformer attention mechanism.The predictive performance and clinical utility of conventional radiomics models and Trans models for forecasting stroke recurrence among patients with sICAS were evaluated.Results In training set and validation set,the area under the curve of Trans model for predicting stroke recurrence in sICAS patients was 0.992 and 0.988,respectively,both superior to that of T1 model,T1 enhanced model and dual sequence model(all P<0.05).The calibration curve and decision curve analysis showed that Trans model had good predictive probability and clinical practicality.Conclusion The obtained integrated model of HR-VWI radiomics combined with attention mechanism had certain value for predicting stroke recurrence in patients with sICAS.
2.Effect of biapenem on elderly patients with severe pneumonia
Liang BAO ; Yuanjie LIN ; Wenlong ZHANG ; Ying GAO ; Shuguang HAN ; Beili LYU
Chinese Journal of Nosocomiology 2025;35(13):1937-1941
OBJECTIVE To observe the effect of biapenem combined with moxifloxacin on treatment of the elderly patients with severe pneumonia based on the expression levels of microribonucleic acid(miR)-146a,miR-124 and miR-127.METHODS A total of 112 elderly patients with severe pneumonia who were treated in Jiangnan Uni-versity Affiliated Central Hospital from Jan.2021 to Oct.2023 were recruited as the research subjects and were randomly divided into the study group and the control group,with 56 cases in each group.The control group was treated with moxifloxacin,and the study group was treated with biapenem combined with moxifloxacin,and both groups were treated for 10 consecutive days.The curative effect was compared between the two groups after the treatment for 10 days,the rehabilitation status was observed;the curative effect,expression levels of miR-146a,miR-124 and miR-127 as well as inflammatory response were compared between the two groups before and after the treatment.The adverse reactions during the treatment were analyzed.RESULTS The total effective rate of the study group was 92.86%(52/56)after the treatment for 10 days,higher than 75.00%(42/56)of the control group(x2=10.693,P=0.001).The duration of cough,lung rales,recovery of body temperature and mechanical ventilation were shorter in the study group than those in the control group(P<0.05).The expression levels of miR-146a and miR-127 of the two groups were lower after the treatment for 10 days than those before the treat-ment,the levels of whole blood white blood cell(WBC)counts,serum interleukin-6(IL-6)and procalcitonin(PCT)were lower after the treatment for 10 days than those before the treatment;the levels of the above indexes of the study group were lower than those of the control group(P<0.05).The expression level of serum miR-124 of the two groups was higher after the treatment for 10 days than those before the treatment,and the level of the study group was higher than that of the control group(P<0.05).The total incidence of adverse reactions was 14.29%in the study group,10.71%in the control group,and there was no significant difference(x2=1.298,P=0.255).CONCLUSION Biapenem combined with moxifloxacin can achieve exact effect on treatment of the elderly patients with severe pneumonia,regulate the expression levels of miR-146a,miR-124 and miR-127,inhibit the in-flammatory response of the body,and promote the rehabilitation,with the safety favorable.
3.Prognostic Significance of Endothelial Activation and Stress Index in Mantle Cell Lymphoma
Xin-Yue ZHOU ; Zhi-Qin YANG ; Jin HU ; Feng-Yi LU ; Qian-Nan HAN ; Huan-Huan ZHAO ; Wen-Xia GAO ; Yu-Han MA ; Hu-Jun LI ; Zhen-Yu LI ; Kai-Lin XU ; Wei CHEN
Journal of Experimental Hematology 2025;33(4):1051-1056
Objective:To investigate the predictive value of endothelial activation and stress index(EASIX)for the prognosis of patients with mantle cell lymphoma(MCL).Methods:A retrospective analysis was conducted to assess prognosis and compare the clinical features of patients diagnosed with MCL who were admitted to the Affiliated Hospital of Xuzhou Medical University from January 2010 to June 2023,had therapeutic indications and received standard treatment.Results:A total of 66 patients were included and divided into high EASIX group and low EASIX group,according to a cutoff value of 0.97 determined by the receiver operating characteristic(ROC)curve.Multivariate Cox regression analysis showed that prealbumin<0.2 g/L,high EASIX,and ECOG PS score ≥2 were independent risk factors influencing overall survival(OS)in MCL patients.The median OS of patients in the high and low EASIX group was 13.0 and 37.5 months,and the median progression-free survival was 8.8 and 26.0 months,respectively.The proportions of patients with ECOG PS score ≥2 and prealbumin<0.2 g/L at onset significantly increased in the high EASIX group compared to those in the low EASIX group.Conclusion:At the time of initial diagnosis,EASIX can serve as an independent prognostic indicator impacting OS in patients with MCL.Furthermore,patients in the high EASIX group experience a poorer prognosis and shorter survival duration compared with those in the low EASIX group.
4.Construction of a clinical competence index system for general practitioners based on CIPP evaluation model
Shan CAI ; Qi HAN ; Lin LIU ; Qipei GAO ; Chaowei TIAN
Chinese Journal of Medical Education Research 2025;24(3):315-319
Objective:To explore the construction of clinical competence index system for general practitioners based on CIPP(context evaluation, input evaluation, process evaluation, product evaluation) evaluation model.Methods:Based on the CIPP evaluation model, a research team was established to conduct a literature review. Research articles were retrieved, screened, and analyzed to formulate the primary clinical competence index system for general practitioners based on CIPP evaluation model and the expert consultation questionnaire. The Delphi method was employed to finalize the clinical competence index system for general practitioners based on CIPP evaluation model.Results:A total of 24 experts from grade A tertiary hospitals in several provinces and cities in China participated in two rounds of consultation. The effective recovery rate for both rounds was 100.00%. The authority coefficients were 0.905 and 0.912, respectively. After the consultations, the coefficients of variation of indexes at all levels were <0.25. The Kendall's W of all indexes ranged between 0.769 and 0.814 in the first round and between 0.867 and 0.905 in the second round of expert consultation ( P<0.001). The final clinical competence index system for general practitioners based on CIPP evaluation model included 4 first-level indexes, 12 second-level indexes, and 42 third-level indicators. Conclusions:The clinical competence index system for general practitioners based on CIPP evaluation model established in this study has reference significance for further research on the training assessment and evaluation index system of clinical competence for general practitioners in China, and has important practical significance for the evaluation tool of clinical work performance of general practitioners.
5.Study on the correlation between the degree of intracranial vascular stenosis and culprit plaque characteristics with the risk of stroke recurrence
Lin HAN ; Jie WANG ; Zi'ang LI ; Yu GAO ; Ziqing YANG ; Xinhui MA ; Haipeng LIU ; Ruifang YAN ; Hongling ZHAO ; Hongkai CUI
Journal of Practical Radiology 2025;41(10):1593-1599
Objective To evaluate the application of high-resolution magnetic resonance vessel wall imaging(HRMR-VWI)in identifying high-risk features of intracranial atherosclerotic plaques,and to analyze the correlation between plaque characteristics and stroke recurrence under varying degrees of stenosis.Methods The data from 368 patients with intracranial atherosclerotic stenosis(ICAS)across two centers were retrospectively analyzed.Based on the degree of stenosis,all patients were categorized into mild-to-moderate stenosis group(luminal stenosis<70%,n=155)and severe stenosis group(luminal stenosis≥70%,n=213).HRMR-VWI images and clinical information of the patients were collected and analyzed,and the culprit plaques were quantitatively analyzed.Univariate and multivariate logistic regression analyses were employed to identify the risk factors for stroke recurrence,and the predictive performance was evaluated using the area under the curve(AUC)of the receiver operating characteristic(ROC)curve.Results Higher normalized wall index(NWI)[odds ratio(OR)=1.082,95%confidence interval(CI)1.050-1.118,P<0.05]and the presence of intraplaque hemorrhage(IPH)(OR=1.843,95%CI 1.120-3.036,P<0.05)were risk factors for stroke recurrence in all patients.And these two factors were also significant in the mild-to-moderate stenosis group(NWI:OR=1.088,95%CI 1.009-1.186,P<0.05;IPH:OR=4.049,95%CI 1.227-16.065,P<0.05).A predictive model for stroke recurrence was constructed using the combination of IPH and NWI,with the best performance in the mild-to-moderate stenosis group(AUC=0.813,95%CI 0.723-0.906).Conclusion In patients with luminal stenosis<70%,the increase of NWI and the presence of IPH have been validated as significant and effective indicators for predicting stroke recurrence,demonstrating notable predictive performance.In contrast,among patients with luminal stenosis≥70%,the utility of plaque characteristics in predicting stroke recurrence is relatively lower,indicating that the correlation between plaque characteristics and stroke recurrence varies across different degrees of stenosis.
6.Risk factors associated with hemodynamic instability in carotid artery stenting:a systematic review and meta-analysis
La-ting ZHANG ; Xiao-qing WANG ; Lin HAN ; Xin-hui LIANG ; Yao JIA ; Li-juan GAO ; Xue JIANG
Chinese Journal of Interventional Cardiology 2025;33(4):201-214
Objective To investigate the risk factors of hemodynamic instability after carotid artery stenting by meta-analysis.Methods Ten databases were searched:PubMed,ProQuest,ScienceDirect,Embase,Cochrane Library,Web of Science,China Knowledge Network,Wanfang Data,VIP Information Database,and China Biomedical Database.The search date was from inception until 2 February 2024,and meta-analysis was performed using Stata 16.0 statistical software.Results A total of 27 studies with 4199 subjects and 22 influencing factors were included.The studies showed a 37.4%(95%CI 30.3%-44.8%)incidence of haemodynamic instability after carotid stenting,Meta-analysis determined that age>60 years(P<0.001),hypertension(P<0.001),calcified plaque(P<0.001),stenosis>70%(P=0.008),eccentric plaque(P=0.002),distance from the largest stenosis to the carotid bifurcation≤ 10 mm(P<0.001),stenosis involvement of the balloon or bifurcation(P<0.001),balloon post-dilation(P=0.003),open-loop stenting(P<0.001),dilated balloon diameter≥5 mm(P=0.002),repeat balloon dilation(P=0.011)and balloon dilation pressure≥8 atm(P<0.001)are risk factors for intraoperative and postoperative haemodynamic instability in patients undergoing carotid artery stenting surgery.Statin use was a protective factor(P<0.001).Conclusions Medical staff working in the clinic should assess the patient's condition preoperatively,identify risk factors that may lead to haemodynamic instability,and avoid unnecessary intraoperative stimulation of patients who are already in a high-risk state.Reduce postoperative clinical complications in patients with carotid artery stenosis and improve patient recovery.
7.Feasibility of applying auxiliary analysis software to chromosomal aberration analysis of radiation workers
Ping WANG ; Lin HAN ; Jie LI ; Shasha DU ; Yunfei ZHANG ; Xiaohao LI ; Siqi FANG ; Yu GAO ; Xianfei NIU ; Yumin LYU
Chinese Journal of Radiological Medicine and Protection 2025;45(8):750-756
Objective:To explore the feasibility of the new auxiliary analysis software in chromosomal aberration analysis of radiation workers during occupational health examinations.Methods:Health examination data of 2 469 radiation workers in Henan province were collected. Manual analysis of chromosomal aberrations in peripheral blood lymphocytes was conducted using the new auxiliary software and the Ikaros software. Then, the chromosomal aberrations detected using both software tools were compared.Results:The new auxiliary software yielded a lower chromosomal aberration rate among radiation workers compared with the Ikaros software [(0.314 ± 0.014)% vs. (0.391 ± 0.022)%, χ2 = 9.24, P = 0.002]. Notably, the new auxiliary software yielded a significantly lower rate of acentric fragments (ace) [(0.136 ± 0.009)% vs. (0.209 ± 0.020)%, χ2= 17.76, P < 0.001]. However, no statistically significant differences were observed between the result of the two software tools in the rates of dicentrics plus rings (dic + r) and translocations ( P > 0.05). According to the GBZ/T 248-2014 standard, the differences in abnormality rates of chromosomal aberrations between the two groups had no statistically significance ( P > 0.05), with both groups showing an abnormality rate of 0 for ace. Furthermore, the new auxiliary software could double the detection efficiency. Among pre-service radiation workers of various occupations, the differences in the chromosomal aberrations detected using the two software tools exhibited statistical significance ( χ2 = 10.26, P = 0.001). In contrast, the differences in the chromosomal aberrations among in-service and post-service radiation workers had no statistically different significance ( P>0.05). The Poisson regression analysis result demonstrated that the rate of chromosomal aberrations excluding ace was affected by age ( z = 2.73, P = 0.006), while gender, analysis method, service status, and occupation had no impact. Conclusions:The two software tools yielded largely consistent result in detecting chromosomal aberrations induced by exposure to ionizing radiation. Notably, the new auxiliary software can significantly improve detection efficiency, indicating the feasibility of applying it to chromosomal aberration analysis among radiation workers.
8.Effectiveness evaluation of two active screening methods for carbapenem-resistant organisms in intestinal and respiratory tracts of high-risk ICU patients
Ruru BI ; Qingzhen HAN ; Lin WANG ; Chen CHU ; Junfang QI ; Jianling GAO
Chinese Journal of Nosocomiology 2025;35(19):2989-2994
OBJECTIVE T o analyze the distribution and clinical characteristics of carbapenem-resistant organisms(CRO)in the intestinal and respiratory tracts of high-risk ICU patients,and to evaluate the effectiveness of two screening methods:plate screening and Gene Xpert Carba(hereinafter referred to as Xpert Carba).METHODS In-testinal samples(anal swabs,feces)and respiratory samples(sputum,lavage fluid)from 320 patients admitted to the ICU ward of the Fourth Affiliated Hospital of Soochow University from Apr.2023 to Dec.2024 were collected.Plate screening and Xpert Carba methods were used for active screening of CRO strains,and clinical data of patients were collected through electronic medical records.RESULTS The plate screening results indicated that 70 out of 573 samples from 320 patients tested positive for CRO,with a positive rate of 12.22%(70/573).The positive rates for anal swabs,feces,sputum and lavage fluid were 9.26%(20/216),10.39%(8/77),13.02%(22/169)and 18.02%(20/111),respectively.There was no statistically significant difference in the positive rates among different sample types.The predominant CRO-positive organisms detected were Klebsiella pneumoniae in intestinal samples and Pseudomonas aeruginosa in respiratory samples.Among 361 intestinal and respiratory samples tested from 88 patients,plate screening and Xpert Carba screening showed the positive rates of 14.40%(52/361)and 6.37%(23/361),respectively.Analysis of the clinical characteristics of the 31 CRO-posi-tive patients revealed that they were predominantly elderly(average age 69 years),with 51.61%(16/31)having a history of interdepartmental transfers and 48.39%(15/31)having surgerical history.The mechanical ventilation usage rate in the respiratory positive group(58.82%,10/17)was higher than that in the intestinal positive group(0,0/7)and the dual positive group(14.28%,1/7).Compared with Xpert Carba,plate screening had lower screening costs,higher positive rates across different sample types and a broader range of detected bacterial species.CONCLUSIONS The ICU ward is a high-prevalence area for CRO strains,with K.pneumoniae(from in-testinal samples)and P.aeruginosa(from respiratory samples)showing the highest isolation rates.Plate screen-ing boasts lower costs,higher detection rate and broader bacterial species coverage for active screening of CRO strains in the intestinal and respiratory tracts of high-risk ICU patients.
9.Effects of Jisuishang Formula on neurological function and ferroptosis in a rat model of cervical spondylotic myelopathy
Han-li YANG ; Ming SHI ; Chun-zhi LIU ; Shao-hu LIN ; Ming-gao HU ; Xian-zhong BU ; Yuan-ming ZHONG ; Wei XU
Chinese Traditional Patent Medicine 2025;47(10):3233-3241
AIM To investigate the effects of Jisuishang Formula on neurological function and ferroptosis in a rat model of cervical spondylotic myelopathy(CSM).METHODS The CSM rat models were established and randomly assigned to the model group,the Fer-1 group(2 g/kg Ferrostatin-1 via intraperitoneal injection),the low-dose(9.7 g/kg,intragastrically),medium-dose(19.4 g/kg,intragastrically)and high-dose(38.8 g/kg,intragastrically)Jisuishang Formula groups,and the sham operation group,with 6 rats in each group.Following 4 weeks of treatment administration,BBB locomotor scores and oblique plate test result were recorded to assess their neurological function in rats.Histopathological evaluation utilized HE staining for spinal cord tissue pathology,Nissl staining for Nissl body visualization,and Prussian blue staining for iron ion deposition analysis.Protein expressions of Nrf2,SLC7A11,GPX4,HO-1,TFRC and Cox2 in spinal cord tissues was detected by immunofluorescence and Western blot,while mRNA expressions were quantified using RT-qPCR.RESULTS Compared to the sham group,the CSM model group exhibited significantly reduced BBB locomotor scores and inclined plane test performance at 1,2 and 4 weeks post-operation(P<0.05);obvious tissue cavitation,cellular edema and Prussian blue positive iron deposition in spinal cord tissues;downregulated protein and mRNA expressions of Nrf2,SLC7A11,GPX4,HO-1(P<0.05);and upregulated protein and mRNA expressions of TFRC and Cox2(P<0.05).Compared to the model group,the Jisuishang Formula and Fer-1 intervention groups showed significantly improved BBB scores and inclined plane test result at 1,2 and 4 weeks post-operation(P<0.05);reduced tissue cavitation,attenuated cellular edema and decreased Prussian blue positive iron deposition in spinal cord tissues;upregulated protein and mRNA expression of Nrf2,SLC7A11,GPX4 and HO-1 in spinal cord tissues(P<0.05);and downregulated protein and mRNA expressions of TFRC and Cox2(P<0.05).CONCLUSION Targeting the Nrf2/SLC7A11/GPX4 signaling pathway,Jisuishang Formula potentially suppresses ferroptosis and alleviates iron accumulation in spinal cord neurons,thereby improving neurological recovery in CSM rats.
10.Risk factors associated with hemodynamic instability in carotid artery stenting:a systematic review and meta-analysis
La-ting ZHANG ; Xiao-qing WANG ; Lin HAN ; Xin-hui LIANG ; Yao JIA ; Li-juan GAO ; Xue JIANG
Chinese Journal of Interventional Cardiology 2025;33(4):201-214
Objective To investigate the risk factors of hemodynamic instability after carotid artery stenting by meta-analysis.Methods Ten databases were searched:PubMed,ProQuest,ScienceDirect,Embase,Cochrane Library,Web of Science,China Knowledge Network,Wanfang Data,VIP Information Database,and China Biomedical Database.The search date was from inception until 2 February 2024,and meta-analysis was performed using Stata 16.0 statistical software.Results A total of 27 studies with 4199 subjects and 22 influencing factors were included.The studies showed a 37.4%(95%CI 30.3%-44.8%)incidence of haemodynamic instability after carotid stenting,Meta-analysis determined that age>60 years(P<0.001),hypertension(P<0.001),calcified plaque(P<0.001),stenosis>70%(P=0.008),eccentric plaque(P=0.002),distance from the largest stenosis to the carotid bifurcation≤ 10 mm(P<0.001),stenosis involvement of the balloon or bifurcation(P<0.001),balloon post-dilation(P=0.003),open-loop stenting(P<0.001),dilated balloon diameter≥5 mm(P=0.002),repeat balloon dilation(P=0.011)and balloon dilation pressure≥8 atm(P<0.001)are risk factors for intraoperative and postoperative haemodynamic instability in patients undergoing carotid artery stenting surgery.Statin use was a protective factor(P<0.001).Conclusions Medical staff working in the clinic should assess the patient's condition preoperatively,identify risk factors that may lead to haemodynamic instability,and avoid unnecessary intraoperative stimulation of patients who are already in a high-risk state.Reduce postoperative clinical complications in patients with carotid artery stenosis and improve patient recovery.

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