1.Radiomics based on three-dimensional high-resolution MR vessel wall imaging for identification of culprit plaques in symptomatic patients with middle cerebral artery atherosclerosis
Guiling ZHANG ; Jicheng FANG ; Zhenxiong WANG ; Yiran ZHOU ; Di WU ; Jun LU ; Su YAN ; Hongquan ZHU ; Shun ZHANG ; Wenzhen ZHU
Chinese Journal of Radiology 2023;57(1):27-33
Objective:To investigate the value of radiomics based on three-dimensional high resolution MR vessel wall imaging (3D HRMR-VWI) for identifying culprit plaques in symptomatic patients with middle cerebral atherosclerosis.Methods:The clinical and imaging features of 117 patients (139 middle cerebral artery plaques) with cerebrovascular diseases in Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology from October 2018 to October 2020 were respectively reviewed. Stratified random sampling was used to divide 139 plaques into training set (97 plaques) and validation set (42 plaque) at the ratio of 7∶3. The plaques were divided into 69 culprit plaques and 70 non-culprit plaques based on plaque MR features and clinical symptoms. The clinical and imaging characteristics of culprit plaques and non-culprit plaques were compared by independent sample t-test, Mann-Whitney U test and χ 2 test, and factors with significant difference between two groups in univariate analysis were further analyzed by multivariate logistic regression to find out the independent predictors of culprit plaques. Radiomics features were extracted, screened and radiomics model was constructed using pre-and post-contrast 3D HRMR-VWI based on the training set. The combined model was constructed by combining the independent predictors and radiomics model. Receiver operating characteristic curve and area under curve (AUC) were used to evaluate the efficacy of each model, and DeLong test was used to compare the efficacy of different models. Results:Significant difference was found in intraplaque hemorrhage, lumen area of stenosis, stenosis diameter, stenosis rate, plaque burden and enhancement rate between culprit and non-culprit plaques (all P<0.05). Multivariate logistic regression analysis confirmed that only intraplaque hemorrhage was the independent predictor for culprit plaques (OR=7.045,95%CI 1.402-35.397, P=0.018). In the validation set, the AUC of the pre-contrast 3D HRMR-VWI model was lower than that of the post-contrast 3D HRMR-VWI model ( Z=-2.01, P=0.044). The AUC of pre+post-contrast 3D HRMR-VWI model was not significantly different from that of post-contrast 3D HRMR-VWI model ( Z=0.79, P=0.427). The AUC showed no significant difference between combined model and pre+post-contrast 3D HRMR-VWI model ( Z=-0.59, P>0.05). The combined model showed the best performance in predicting culprit plaques of middle cerebral artery (AUC=0.939), with the sensitivity, specificity and accuracy of 95.24%, 76.19% and 85.71%. Conclusion:Radiomics based on 3D HRMR-VWI has potential values in identifying culprit plaques in symptomatic patients with middle cerebral atherosclerosis.
3.Anti-cyclic citrullinated peptide antibody predicts the development of rheumatoid arthritis in patients with undifferentiated arthritis
Li CHUN ; Zhang YAN ; Song HUI ; Gao JIE ; Zhao DONG-BAO ; Zhu QI ; He DONG-YI ; Wang LI ; Li XIANG-PEI ; Liu XU-DONG ; Xiao WEI-GUO ; Wu XIN-YU ; Wu HUA-XIANG ; Tu WEI ; Hu SHAO-XIAN ; Wang XIN ; Li ZHI-JUN ; Lu ZHI-MIN ; Da ZHAN-YUN ; Liang BO ; Liu XIAO-MIN ; Zhao JIN-WEI ; Li LING ; Han FENG ; Qi WU-FANG ; Wei WEI ; Ma XU ; Li ZHEN-BIN ; Zheng GUI-MIN ; Zhang FENG-XIAO ; Li YI ; Wang YOU-LIAN ; Ling GUANG-HUI ; Chen JIN-WEI ; Hou XIAO-QIANG ; Zhang JING ; Chen QING-PING ; Liu CHANG-LIAN ; Zhang YAN ; Zeng JIA-SHUN ; Zou QING-HUA ; Fang YONG-FEI ; Su YIN ; Li ZHAN-GUO
Chinese Medical Journal 2019;132(24):2899-2904
Background:Clinical outcomes of undifferentiated arthritis (UA) are diverse,and only 40 % of patients with UA develop rheumatoid arthritis (RA) after 3 years.Discovering predictive markers at disease onset for further intervention is critical.Therefore,our objective was to analyze the clinical outcomes of UA and ascertain the predictors for RA development.Methods:We performed a prospective,multi-center study from January 2013 to October 2016 among Chinese patients diagnosed with UA in 22 tertiary-care hospitals.Clinical and serological parameters were obtained at recruitment.Follow-up was undertaken in all patients every 12 weeks for 2 years.Predictive factors of disease progression were identified using multivariate Cox proportional hazards regression.Results:A total of 234 patients were recruited in this study,and 17 (7.3%) patients failed to follow up during the study.Among the 217 patients who completed the study,83 (38.2%) patients went into remission.UA patients who developed RA had a higher rheumatoid factor (RF)-positivity (42.9% vs.16.8%,x2=8.228,P=0.008),anti-cyclic citrullinated peptide (CCP) antibodypositivity (66.7% vs.10.7%,x2 =43.897,P < 0.001),and double-positivity rate of RF and anti-CCP antibody (38.1% vs.4.1%,x2 =32.131,P < 0.001) than those who did not.Anti-CCP antibody but not RF was an independent predictor for RA development (hazard ratio 18.017,95% confidence interval:5.803-55.938;P < 0.001).Conclusion:As an independent predictor of RA,anti-CCP antibody should be tested at disease onset in all patients with UA.
4.Value of five-repetition sit-to-stand test in clinical evaluation of chronic obstructive pulmonary disease.
Yan-Hua LV ; Shun-Fang ZHU ; Xiao-Li ZENG ; Yan-Jun CHEN ; Dan LIU ; Jing-Jing MOU ; Lai-Yu LIU ; Fei ZOU
Journal of Southern Medical University 2016;36(4):477-481
OBJECTIVETo investigate the value of five-repetition sit-to-stand test (5STS) in clinical evaluation of elderly patients with chronic obstructive pulmonary disease (COPD).
METHODSFifty-one patients with COPD and 20 healthy individuals were enrolled in this study. All the participants underwent 5STS, pulmonary function examination, and 6 min walking test (6MWT) and were evaluated for severity of dyspnea (by mMRC) and BODE index during the tests.
RESULTSAll the participants completed 5STS test with a good reproducibility of the time used for 3 sessions of the test (P<0.001). The mean time used by COPD patients for 5STS was significantly longer than that by healthy individuals (12.93±3.11s vs 0.72±0.71 s, P=0.002). The results of 5STS showed a significant negative correlation with those of 6MWT in the case group and control group with correlation coefficients of -0.611 and -0.682, respectively. The results of 5STS were negatively correlated with FEV1%Pre and body mass index (P<0.05) but positively with mMRC and BODE index in COPD patients (P<0.05).
CONCLUSION5STS is a simple and reproducible test to evaluate the patients' exercise capacity and the severity of COPD, and is well correlated with the current methods for clinical evaluation of COPD.
Body Mass Index ; Case-Control Studies ; Dyspnea ; Exercise Test ; Humans ; Pulmonary Disease, Chronic Obstructive ; diagnosis ; Reproducibility of Results ; Respiratory Function Tests ; Walking
5.A study on the single -tube multiplex RT -real time PCR assay in detecting rotavirus,astrovirus and hepatitis A virus
De-Shun XU ; Xiao-Juan ZHU ; Li-Ping CHEN ; Xiao-Fang WU ; Lei JI
Journal of Preventive Medicine 2015;(4):358-361
Objective To develop and evaluate a single -tube multiplex RT -real time PCR assay for the simultaneous detection of rotavirus,astrovirus and hepatitis A virus.Methods Gen -bank sequences of rotavirus,astrovirus and hepatitis A virus were included as reference sequences.Primers and probes were designed based on the reference sequences.A multiplex real -time RT -PCR assay was developed,and the reproducibility,specificity and sensitivity of the assay were evaluated.Fecal samples from 1 28 patients with viral diarrhea were detected and verified by gene sequencing.Results There was high reproducibility and specificity of the single -tube multiplex real -time RT -PCR assay for detecting rotavirus,astrovirus and hepatitis A virus.Detection limits of 1 01 copies were achieved in tests of rotavirus,1 02 copies for astrovirus and hepatitis A virus in one reaction.3.1 3% and 1 7.97% of 1 28 clinical specimens were detected positive for astrovirus RNA and rotavirus RNA respectively.And the positive samples were verified by gene sequencing.Conclusion Rotavirus,astrovirus and hepatitis A virus can be detected and identified by the single -tube multiplex RT -real time PCR assay with high specificity and sensitivity.The assay developed in this study can be applied to the clinical diagnosis and epidemiological investigation.
6.Short-term clinical results of interspinous dynamic fixation of Coflex for the prevention of adjacent segment degeneration after lumbar fusion.
Sheng-yuan ZHOU ; Xiong-sheng CHEN ; Lian-shun JIA ; Wei ZHU ; Lei FANG ; Tao-yi CAI
Chinese Journal of Surgery 2012;50(9):772-775
OBJECTIVETo observe the short-term clinical results of the adjacent segment degeneration after the implantation of Coflex system at the interspinous space of adjacent segment to lumbar fusion.
METHODSFifty patients with grade III disc (Thompson MRI classification) of adjacent segment to lumbar fusion were included and divided alternately into two groups according to the order of hospitalization from January to November 2009. Coflex system was implanted at the interspinous space of adjacent segment to lumbar fusion in 25 patients as Coflex group, the other 25 patients did not have any surgical treatment were as control group. The followed up time was 2 years. Visual analogue scale (VAS) score of low back pain, changes of disc height and motion range of adjacent segment to lumbar fusion on X-ray imaging were evaluated by independent sample t-test or paired samples t-test.
RESULTSThere were 22 patients in Coflex group and 21 patients in control group were followed up 2 years post-operation. The difference of VAS score between two groups was no significance (P > 0.05). In Coflex group, the change of postoperative disc height was no significance (P > 0.05), but the motion range was significantly reduced to 47% of the preoperative value (t = 7.99, P < 0.05). In control group, the postoperative disc height decreased slightly, without significant difference to the preoperative value (P > 0.05). Between the two groups, no differences of the disc height and motion range were found before operation, but the differences of the disc height changes (t = 6.7, P < 0.05) and motion rang (t = -14.5, P < 0.05) were significant in 2 years post-operation. No complications such as Coflex system loosen, immigration and spinal process fracture were occurred.
CONCLUSIONSCoflex system can obviously limit the motion range and maintain the disc space height of adjacent segment to lumbar fusion, and prevent its degeneration in some degree.
Adult ; Female ; Follow-Up Studies ; Humans ; Internal Fixators ; Lumbar Vertebrae ; surgery ; Male ; Middle Aged ; Postoperative Complications ; prevention & control ; Prospective Studies ; Spinal Fusion ; adverse effects ; instrumentation ; methods ; Treatment Outcome
7.Investigation of the level of perceived control of asthma and the factors affecting such perception in South China.
Yan-Hua LÜ ; Hai-Jin ZHAO ; Lai-Yu LIU ; Shao-Xi CAI ; Shun-Fang ZHU ; Zhen-Yu LIANG ; Yue-Xian WU
Journal of Southern Medical University 2011;31(4):641-644
OBJECTIVETo investigate the level of the patients perceived control of asthma (PCA) in South China and analyze the risk factors contributing to inadequate PCA.
METHODSA total of 150 asthmatic out-patients consisting of 86 males and 64 females aged 19-65 (38.6∓11.7) years were enrolled in this investigation. The patients were asked to complete questionnaires of the demographic data, perceived control of asthma (PCAQ-6) scales, asthma control test (ACT) scales and Standard asthma-specific quality of life [AQLQ(S)] scale. The data of spirometric measurements, blood cell count and induced sputum cell count were also collected.
RESULTSAll the 150 asthmatic out-patients recruited completed the questionnaires and examinations. The PCAQ-6 scores ranged from 10 to 26 (18.75∓3.42) in these patients (18.6∓3.28 in male and 18.95∓3.6 in female patients), significantly lower than those reported in other countries (P<1). PCA was positively correlated to the level of asthma control (r(p)=0.377, P=0.000) and AQLQ(S) scores (r(p)=0.675, P=0.000). Multiple linear regression showed that PCA was positively correlated to FEV1% and blood neutrophil counts, and inversely to asthma duration.
CONCLUSIONThe level of the PCA appears inadequate in South China. The PCA can affect the level of asthma control and asthma-specific quality of life. The factors contributing to inadequate PCA include primarily asthma duration, lung function and blood neutrophil counts.
Adult ; Aged ; Asthma ; blood ; prevention & control ; psychology ; China ; Female ; Health Knowledge, Attitudes, Practice ; Humans ; Male ; Middle Aged ; Neutrophils ; Quality of Life ; Surveys and Questionnaires ; Young Adult
8.Study on the risk factors of injuries among children at school age, from the families of migrant workers in Hangzhou city
Xiao-Xia ZHU ; Kun CHEN ; Qing-Min LIU ; Wen-Ying SHI ; Hai-Qing XIANG ; Shun-Yuan FANG ; Li LI
Chinese Journal of Epidemiology 2009;30(9):911-914
the migrant workers' families.
9.Multicenter phase II clinical trial of uroacitides injection in the treatment for advanced malignant tumors.
Qing LI ; Feng-Yi FENG ; Qiang CHEN ; Shun-Chang JIAO ; Fang LI ; Hua-Qing WANG ; Wen-Xia HUANG ; Chang-Quan LING ; Ming-Zhong LI ; Jun REN ; Yang ZHANG ; Feng-Zhan QIN ; Mei-Zhen ZHOU ; Run-Zhong ZHU
Chinese Journal of Oncology 2008;30(7):534-537
OBJECTIVETo investigate the efficacy, safety and the life quality improvement of uroacitides injection in the treatment for patients with advanced malignant tumors.
METHODSA total of 160 patients with advanced stage cancers were enrolled into this multicenter, open and non-randomized phase II clinical trial, including cancers of the lung (33 cases), liver (45 cases), breast (17 cases), esophagus (11 cases), stomach (18 cases), colon (19 cases), pancreas (3 cases) and kidney (4 cases), and glioma (10 cases). Uroacitides was administrated in a dose of 300 ml daily via the superior vena cava catheter for consecutive 4-8 weeks.
RESULTSOf the 160 patients, 21 dropped out and one patient died during the trial. Efficacy could be evaluated in 138 patients and safety in 160. The total objective response rate (ORR, CR + PR)) and tumor control rate (CR + PR + MR + SD) of the 138 evaluable patients were 5.8% and 65.2%, respectively. Clinical benefit response (CBR) rate was 57.2%. Major adverse effects were grade I - II and reversible nausea/vomiting (21.9%) and pain (6.3%).
CONCLUSIONUroacitides injection is effective in the control for various kinds of advanced cancers with mild, reversible and tolerable adverse effects, and can also improve the patient's quality of life. It is worth being studied further.
Breast Neoplasms ; blood ; drug therapy ; pathology ; CA-19-9 Antigen ; blood ; Carcinoembryonic Antigen ; blood ; Carcinoma, Non-Small-Cell Lung ; blood ; drug therapy ; pathology ; Catheterization, Central Venous ; Colorectal Neoplasms ; blood ; drug therapy ; pathology ; Humans ; Liver Neoplasms ; blood ; drug therapy ; pathology ; Lung Neoplasms ; blood ; drug therapy ; pathology ; Methyltransferases ; administration & dosage ; adverse effects ; antagonists & inhibitors ; therapeutic use ; Nausea ; chemically induced ; Neoplasm Staging ; Peptides ; administration & dosage ; adverse effects ; therapeutic use ; Phenylacetates ; administration & dosage ; adverse effects ; therapeutic use ; Quality of Life ; Remission Induction ; Salvage Therapy ; Treatment Outcome ; Vomiting ; chemically induced ; alpha-Fetoproteins ; metabolism
10.Establishment of a rat model of severe heatstroke complicated with endotoxemia.
Xiao-jing LIN ; Fei ZOU ; Ya-jie LI ; Bin WANG ; Wen-jing HE ; Zhi-rong ZHAO ; Shun-fang ZHU
Journal of Southern Medical University 2006;26(1):86-89
OBJECTIVETo establish a rat model of heatstroke complicated by endotoxemia for studying the pathogenesis of severe heatstroke.
METHODSMale specific pathogen-free Wistar rats were randomly assigned into 4 groups, namely normothermic saline group (group C), heat exposure saline group (group H), normothermic LPS group (group L), and heat exposure LPS group (group HL). The rectal temperature (Tr), heart rate (HR), mean arterial pressure (MAP), and respiratory rate (RR) of the rats receiving different treatments were continually monitored and their white blood cell count (WBC) and histology of the lungs were observed at 0, 40, 80 and 120 min after the treatments.
RESULTSThe rats in HL-Group displayed significantly higher Tr (43.04+/-0.11 degrees C), HR (660+/-42 beats/min), and RR (150+/-11/min) but lower MAP (49.0+/-3.5 mmHg) as compared with the C Group. There were significant differences in the values of Tr, HR, RR and MAP between HL and group L and in HR and MAP between H groups HL and. The rats in group H displayed significantly higher WBC than group C. In contrast, the rats in L groups HL and had significantly lower WBC. LPS injection and heat stress induced pulmonary edema and features characteristic of acute microvascular lung injury in the rats.
CONCLUSIONThe rat model established by LPS injection and heat stress can successfully mimic the development of severe heatstroke after LPS challenge and heat stress, and provides a suitable model for studying the primordial role of the lungs in the pathogenesis of severe heatstroke.
Animals ; Disease Models, Animal ; Endotoxemia ; chemically induced ; complications ; Heat Stroke ; complications ; Lipopolysaccharides ; Male ; Random Allocation ; Rats ; Rats, Wistar

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