1.Analysis of predictive value of enhanced CT combined with MRI examination on prognosis of clear cell renal cell carcinoma and its correlation with clinical features
Kunfeng XU ; Xiaohui QIU ; Yichao LIU ; Xiuming DONG
China Medical Equipment 2025;22(1):30-35
Objective:To investigate the predictive value of enhanced computed tomography (CT) combined with magnetic resonance imaging (MRI) examination on prognosis of clear cell renal cell carcinoma (ccRCC) and its correlation with clinical features. Methods:The postoperative follow-up data of enhanced CT and MRI of 80 patients with suspected (ccRCC) who admitted to Bozhou People's Hospital from March 2019 to May 2023 were selected,and they were divided into disease progression group (24 cases) and disease progression-free group (56 cases) according to the condition of disease progression. The disease progression of them were diagnosed through relevant examinations (collection of disease history,physical examination,enhanced CT,MRI,laboratory examination,pathological examination and so on). According to the information of clinical imaging,the age,gender,tumor diameter,with or without tumor thrombus,the location of tumor and surgical method were used to conduct single factor logistic regression analysis,so as to confirm independent predictors. Receiver operating characteristic (ROC) curve was used to analyze the predictive value of enhanced CT combined with MRI to the prognosis of ccRCC. The Pearson linear correlation was adopted to analyze the correlation between the results of enhanced CT combined with MRI and prognosis. Results:Based on the results of the follow-up study,CT value of cortex phase,CT value of medullary phase and apparent dispersion coefficient (ADC) in the disease progression group were significantly smaller than those in the disease progression-free group,and the differences of them between two groups were statistically significant (t=10.610,4.697,2.901,P<0.05),respectively. The diffusion coefficient (K value) of disease progression group was significantly larger than that of disease progression-free group,and there was significant difference between the two groups (t=6.375,P<0.05),while there was no significant in diffusion rate (D) between the two groups (P>0.05). The area under curve (AUC) values of ROC curve of single enhanced CT examination,single MRI examination and the combined examination of them were larger than 0.5 in predicting the prognosis of ccRCC,which indicated that both the two examinations had a certain value in predicting the prognosis of ccRCC,and the AUC value of combined examination was the highest (0.940),which indicated the value of combined examination was the highest in predicting the prognosis of ccRCC. There were not significant differences in gender,surgical method,tumor thrombus and tumor location between the two groups (P>0.05). The age and tumor diameter of the disease progression group were significantly larger than those of the disease progression-free group (t=4.292,3.219,P<0.05),respectively. The results of the logistic regression analysis showed that the age and tumor diameter were respectively independent influencing factor on the prognosis of ccRCC (HR=2.167,0.689,P<0.05). The results of Pearson correlation analysis indicated that there was negative correlation between enhanced CT examination and prognosis (r=-0.65,P<0.05),and there was positive correlation between MRI examination and prognosis (r=0.72,P<0.05). In addition,there was a negative correlation in the results between enhanced CT examination and MRI examination (r=-0.58,P<0.05). Conclusion:The prediction of enhanced CT combined with MRI examination is higher than that of each single examination of them for the prognosis of ccRCC,and there is a certain correlation between that and clinical features,but it is still necessary to conduct comprehensive judgement after combines other influence factors in clinical practice.
2.Analysis of predictive value of enhanced CT combined with MRI examination on prognosis of clear cell renal cell carcinoma and its correlation with clinical features
Kunfeng XU ; Xiaohui QIU ; Yichao LIU ; Xiuming DONG
China Medical Equipment 2025;22(1):30-35
Objective:To investigate the predictive value of enhanced computed tomography (CT) combined with magnetic resonance imaging (MRI) examination on prognosis of clear cell renal cell carcinoma (ccRCC) and its correlation with clinical features. Methods:The postoperative follow-up data of enhanced CT and MRI of 80 patients with suspected (ccRCC) who admitted to Bozhou People's Hospital from March 2019 to May 2023 were selected,and they were divided into disease progression group (24 cases) and disease progression-free group (56 cases) according to the condition of disease progression. The disease progression of them were diagnosed through relevant examinations (collection of disease history,physical examination,enhanced CT,MRI,laboratory examination,pathological examination and so on). According to the information of clinical imaging,the age,gender,tumor diameter,with or without tumor thrombus,the location of tumor and surgical method were used to conduct single factor logistic regression analysis,so as to confirm independent predictors. Receiver operating characteristic (ROC) curve was used to analyze the predictive value of enhanced CT combined with MRI to the prognosis of ccRCC. The Pearson linear correlation was adopted to analyze the correlation between the results of enhanced CT combined with MRI and prognosis. Results:Based on the results of the follow-up study,CT value of cortex phase,CT value of medullary phase and apparent dispersion coefficient (ADC) in the disease progression group were significantly smaller than those in the disease progression-free group,and the differences of them between two groups were statistically significant (t=10.610,4.697,2.901,P<0.05),respectively. The diffusion coefficient (K value) of disease progression group was significantly larger than that of disease progression-free group,and there was significant difference between the two groups (t=6.375,P<0.05),while there was no significant in diffusion rate (D) between the two groups (P>0.05). The area under curve (AUC) values of ROC curve of single enhanced CT examination,single MRI examination and the combined examination of them were larger than 0.5 in predicting the prognosis of ccRCC,which indicated that both the two examinations had a certain value in predicting the prognosis of ccRCC,and the AUC value of combined examination was the highest (0.940),which indicated the value of combined examination was the highest in predicting the prognosis of ccRCC. There were not significant differences in gender,surgical method,tumor thrombus and tumor location between the two groups (P>0.05). The age and tumor diameter of the disease progression group were significantly larger than those of the disease progression-free group (t=4.292,3.219,P<0.05),respectively. The results of the logistic regression analysis showed that the age and tumor diameter were respectively independent influencing factor on the prognosis of ccRCC (HR=2.167,0.689,P<0.05). The results of Pearson correlation analysis indicated that there was negative correlation between enhanced CT examination and prognosis (r=-0.65,P<0.05),and there was positive correlation between MRI examination and prognosis (r=0.72,P<0.05). In addition,there was a negative correlation in the results between enhanced CT examination and MRI examination (r=-0.58,P<0.05). Conclusion:The prediction of enhanced CT combined with MRI examination is higher than that of each single examination of them for the prognosis of ccRCC,and there is a certain correlation between that and clinical features,but it is still necessary to conduct comprehensive judgement after combines other influence factors in clinical practice.
3.Radiomics combined with CT features for distinguishing mycoplasma and non-mycoplasma pneumonia in children
Chao WANG ; Peng XU ; Guoqiang HUANG ; Xiaohui QIU ; Yichao LIU
Chinese Journal of Interventional Imaging and Therapy 2024;21(3):155-159
Objective To observe the value of radiomics combined with CT features for distinguishing mycoplasma pneumonia(MP)and non-MP in children.Methods Data of 153 children with pneumonia were retrospectively analyzed.The children were divided into MP group(n=101)and non-MP group(n=52)according to mycoplasma RNA detection,and also were divided into training set(n=107,including 71 MP and 36 non-MP)and validation set(n=46,including 30 MP and 16 non-MP)at the ratio of 7∶3.CT findings were compared between groups.Six best CT features were selected in training set using F test algorithm,and a CT model was constructed using logistic regression(LR)method.The best radiomics features were extracted and screened in training set,and machine learning(ML)models were constructed using LR,support vector machine(SVM),random forest(RF),linear discriminant analysis(LDA)and stochastic gradient descent(SGD)classifiers,respectively.Based on the best CT features and radiomics features,CT-ML models were constructed using the above classifiers.Receiver operating characteristic curves were drawn,and the areas under the curve(AUC)were calculated,the efficacy of each model for distinguishing MP and non-MP was evaluated.Results Lesions involved the upper,middle and lower lobe of right lung,thickened bronchial wall,tree bud sign and edge retract sign were the best CT features.AUC of CTLR was 0.710,of MLLR,MLSVM,MLRF,MLLDA and MLSGD in validation set was 0.715,0.663,0.623,0.706 and 0.494,respectively,and MLLR was the optimal radiomics model.AUC of CT-MLLR,CT-MLSVM,CT-MLRF,CT-MLLDA and CT-MLSGD in validation set was 0.813,0.823,0.649,0.796 and 0.665,respectively,and CT-MLSVM was the optimal CT-ML model.In training set,AUC of CT-MLSVM(0.840)was higher than that of CTLR and MLLR model(AUC=0.713,0.740,both P<0.05).In validation set,no significant difference of AUC was found among CTLR,MLLR and CT-MLSVM(AUC=0.710,0.715 and 0.823,all P>0.05).Conclusion Radiomics combined with CT features could effectively distinguish MP and non-MP in children.
4.Feasibility study of multi-parameters prediction of vulnerability of coronary plaque based on perivascular adipose tissue
Yichao LIU ; Chao WANG ; Xiaohui QIU
Journal of Practical Radiology 2024;40(8):1267-1271
Objective To explore the relationship between the vulnerability of coronary plaques and parameters of perivascular adipose tissue(PVAT),and to assess the feasibility of predicting vulnerable plaques based on PVAT-related parameters.Methods A retrospective analysis was conducted on 199 patients,who were clinically suspected of coronary heart disease and underwent coronary computed tomography angiography(CCTA)examination,with a total of 230 lesion vessels and 230 plaques were analyzed.The vulnerability of plaques and the degree of vascular stenosis were evaluated.The pericoronary fat attenuation index(FAI),pericoronal fat total volume of voxels(FV)and pericoronary non-fat attenuation index(non-FAI)were measured,and the volumetric perivascular characterization index(VPCI)was calculated.The relationship between plaque vulnerability and PVAT parameters was statistically analyzed,and vulnerable plaques were predicted based on PVAT parameters.Results Non-vulnerable plaques were more likely to cause mild and moderate stenosis than vulnerable plaques,vulnerable plaques were more likely to cause severe stenosis than non-vulnerable plaques(P<0.001,P=0.001).The FAI,non-FAI,and VPCI values of the vulnerable plaque group were higher than those of the non-vulnerable plaque group,while the FV value was lower than that of the non-vulnerable plaque group,and the differences were statistically significant(P<0.01).The FAI value of the vulnerable plaque group was higher than the non-FAI value,with a statistically significant difference(P<0.01),while there was no statistically significant difference between the FAI and non-FAI of the non-vulnerable plaque group(P>0.05).The diagnostic efficiency of FAI,non-FAI,VPCI,FV values and the combined application of the four parameters for predicting vulnerable plaques were 0.753,0.624,0.770,0.755 and 0.837,respectively.Conclusion The occurrence rate of severe vascular stenosis,FAI,non-FAI,and VPCI values of vulnerable plaques are higher than those of non-vulnerable plaques,while the FV value is lower than that of non-vulnerable plaques.PVAT-related parameters have predictive value for vulnerable plaques.
5.Impact of coronary myocardial bridge on parameters of proximal pericoronary adipose tissue
Li WANG ; Chao WANG ; Xiaohui QIU ; Yichao LIU ; Fuyou XIE ; Hongtao ZHAO
Chinese Journal of Medical Imaging Technology 2024;40(12):1837-1841
Objective To investigate the impact of coronary myocardial bridge(MB)on parameters of proximal pericoronary adipose tissue(PCAT).Methods Totally 287 patients with clinically suspected coronary heart disease but no coronary plaque on CT angiography(CCTA)were retrospectively collected.According to the presence or not of MB in left anterior descending(LAD),the patients were divided into MB group(n=150)and non-MB group(n=137).The length and depth of LAD-MB in MB group were measured,and patients in MB group were divided into deep MB subgroup and superficial MB subgroup according to LAD-MB depth.LAD PCAT parameters,i.e.fat attenuation index(FAI)and fat volume(FV),were compared between groups and subgroups within MB subgroup.Univariate and multivariate linear regression were used to explore the correlations of clinical factors(age,sex,body mass index),MB length,MB depth and PCAT parameters in MB group.Results FAI in MB group was higher,while FV was lower than those in non-MB group(both P<0.001).Among 150 cases of LAD-MB,superficial type were found in 99 cases(superficial subgroup),while deep type were found in 51 cases(deep subgroup).FAI in superficial subgroup was lower,while FV was higher than those in deep subgroup(both P<0.001).The median length and median depth of LAD-MB in 150 cases was 20.10 mm and 0.80 mm,respectively.Univariate linear regression analysis showed that for all 287 patients,gender was negatively correlated with FAI,whereas LAD-MB length and LAD-MB depth were positively correlated with FAI but negatively correlated with FV in MB group(all P<0.05).Multifactor linear regression analysis showed that in MB group,both LAD-MB length and depth were positively correlated with FAI(B=0.105,1.797,both P<0.05)and negatively correlated with FV(B=-15.585,-162.343,both P<0.05),while clinical factors were not significantly correlated with FAI and FV(all P>0.05).Conclusion MB could increase FAI and decrease FV of proximal PCAT.
6.Impact of coronary myocardial bridge on parameters of proximal pericoronary adipose tissue
Li WANG ; Chao WANG ; Xiaohui QIU ; Yichao LIU ; Fuyou XIE ; Hongtao ZHAO
Chinese Journal of Medical Imaging Technology 2024;40(12):1837-1841
Objective To investigate the impact of coronary myocardial bridge(MB)on parameters of proximal pericoronary adipose tissue(PCAT).Methods Totally 287 patients with clinically suspected coronary heart disease but no coronary plaque on CT angiography(CCTA)were retrospectively collected.According to the presence or not of MB in left anterior descending(LAD),the patients were divided into MB group(n=150)and non-MB group(n=137).The length and depth of LAD-MB in MB group were measured,and patients in MB group were divided into deep MB subgroup and superficial MB subgroup according to LAD-MB depth.LAD PCAT parameters,i.e.fat attenuation index(FAI)and fat volume(FV),were compared between groups and subgroups within MB subgroup.Univariate and multivariate linear regression were used to explore the correlations of clinical factors(age,sex,body mass index),MB length,MB depth and PCAT parameters in MB group.Results FAI in MB group was higher,while FV was lower than those in non-MB group(both P<0.001).Among 150 cases of LAD-MB,superficial type were found in 99 cases(superficial subgroup),while deep type were found in 51 cases(deep subgroup).FAI in superficial subgroup was lower,while FV was higher than those in deep subgroup(both P<0.001).The median length and median depth of LAD-MB in 150 cases was 20.10 mm and 0.80 mm,respectively.Univariate linear regression analysis showed that for all 287 patients,gender was negatively correlated with FAI,whereas LAD-MB length and LAD-MB depth were positively correlated with FAI but negatively correlated with FV in MB group(all P<0.05).Multifactor linear regression analysis showed that in MB group,both LAD-MB length and depth were positively correlated with FAI(B=0.105,1.797,both P<0.05)and negatively correlated with FV(B=-15.585,-162.343,both P<0.05),while clinical factors were not significantly correlated with FAI and FV(all P>0.05).Conclusion MB could increase FAI and decrease FV of proximal PCAT.
7.Protective effect of tanshinone I in a mouse model of hepatic ischemia-reperfusion injury
Xiaokang YI ; Yichao DU ; Baolin QIAN ; Zhiwei HUANG ; Qiu LI ; Wenguang FU ; Jian WEN
Journal of Clinical Hepatology 2021;37(1):105-109
ObjectiveTo investigate the protective effect of tanshinone I (T-I) on hepatic ischemia-reperfusion injury (HIRI) in mice. MethodsA total of 36 C57BL/6J mice were randomly divided into sham-operation group, ischemia-reperfusion (IR) group, IR+T-I (5 mg/kg) group, IR+T-I (10 mg/kg) group, IR+T-I (20 mg/kg) group, and IR+T-I (40 mg/kg) group, with 6 mice in each group. Each group was given intraperitoneal injection. The mice in the sham-operation group and the IR group were injected with an equal volume of the solvent olive oil; the mice in the IR+T-I groups were administered once a day for 7 consecutive days, a model of 70% HIRI was established at 2 hours after the last administration, and serum and liver samples were collected after 6 hours of reperfusion. Related kits were used to measure the serum level of alanine aminotransferase (ALT) and aspartate aminotransferase (AST) and the content of superoxide dismutase (SOD), malondialdehyde (MDA), caspase-3, and reduced glutathione (GSH) in liver tissue; HE staining was used to observe liver histopathology; the TUNEL method was used to measure the level of hepatocyte apoptosis; immunohistochemistry was used to measure the protein expression of caspase-3 and heme oxygenase-1 (HO-1). A one-way analysis of variance was used for comparison of continuous data between multiple groups, and the least significant difference t-test was used for further comparison between two groups. ResultsCompared with the IR group, the IR+T-I (20mg/kg) group had significant reductions in the serum levels of ALT (192.48±23.67 U/L vs 336.90±41.52 U/L, P<0.01) and AST (123.19±9.16 U/L vs 206.90±18.81 U/L, P<0.01), and thus 20 mg/kg was determined as the optimal concentration. Compared with the IR group, the IR+T-I (20 mg/kg) group had significant reductions in MDA (1.34±0.21 μmol/mg vs 3.48±0.95 μmol/mg, P<0.05) and caspase-3 (0.69±0.97 μmol/mg vs 1.04±0.35 μmol/mg, P<0.05) and significant increases in SOD (274.47±30.53 U/mg vs 160.29±27.37 U/mg, P<0.05) and GSH (2.12±0.27 μmol/mg vs 1.03±0.42 μmol/mg, P<0.05). HE staining showed that the IR group had disordered structure of hepatic lobules and focal or extensive degeneration and necrosis of hepatocytes; compared with the IR group, the IR+T-I (20 mg/kg) group had a reduction in the area of hepatocyte necrosis and a basically complete structure of the liver. Immunohistochemistry showed that compared with the IR group, the IR+T-I (20 mg/kg) group had significant reductions in the number of apoptotic hepatocytes and the protein expression of caspase-3 and a significant increase in the protein expression of HO-1. ConclusionT-I exerts a protective effect against HIRI in mice by inhibiting liver oxidative stress response and hepatocyte apoptosis.
8.Comparison of transparent effects of six different optical clearing methods on rat brain tissues
Yichao OU ; Zhanpeng FENG ; Guangsen WU ; Yuan ZHANG ; Yun BAO ; Binghui QIU ; Yawei LIU ; Songtao QI
Chinese Journal of Comparative Medicine 2018;28(4):7-14
Objective To compare the transparency efficiency of six different optical clearing method on the rat brain tissues. Methods Brain tissue blocks of 14 SD rats were processed with iDISCO, SeeDB, CUBIC, SCALEVIEW-A2,CLARITY-CUBIC, Passive-CLARITY clearing method, respectively. Results The gray value of PBS group was 13.031 ± 0.586,that of iDISCO,SeeDB,CUBIC,SCALEVIEW-A2,CLARITY-CUBIC,passive-CLARITY clearing were 6.447 ± 0.574,11.690 ± 0.909,2.318 ± 0.986,8.118 ± 1.026,8.591 ± 0.384,4.198 ± 0.182, respectively. Except the SeeDB group(P=0.185),the rest groups showed significant differences compared with the PBS group(P< 0.01), and there were significant differences between CUBIC and other groups(P < 0.01). After the clearing treatment, the changes of tissue area ratio in the iDISCO, SeeDB, CUBIC, SCALEVIEW-A2, CLARITY-CUBIC, Passive-CLARITY method were(-30.02 ± 2.39)%,(19.74 ± 4.09)%,(14.7 ± 3.92)%,(10.7 ± 5.55)%,(23.01 ± 4.19)%,(66.51 ± 5.68)%,respectively. Each group showed a significant difference compared with the groups iDISCO and the Passive-CLARITY,P< 0.01. Conclusions Except the SeeDB method,all the clearing methods can achieve a transparent effect, while CUBIC is better than the other groups applied for rat brain tissues. The tissue block volume is shrunken after iDISCO clearing,and expanded after Passive-CLARITY processing.
9.Observe and Analyze the Rehabilitation of Multiparous Pelvic Floor Muscles in Postpartum
Yichao QIU ; Ke ZHANG ; Liqian QIU
Journal of Practical Obstetrics and Gynecology 2017;33(2):101-104
Objective:To analyze the effects of mutiparity on the pelvic floor muscle and the best time of postpartum for pelvic floor rehabilitation intervention.Methods:By questionnaire survey and pelvic floor functional checking on women with 42 days postpartum clinic routine health checking,and following up pelvic floor muscles force exam in postpartum 3 months,6 months and 1 year,426 cases were included in the puerpera group,including primipara 325 cases as primiparous group,two birth multipara 101 cases as multiparous group,the damage of pelvic floor muscles(≤level Ⅱ) was compared between the two groups,the difference between multiparity and primiparity were compared.Results:①In postpartum 42 days,type Ⅰ muscle fiber damage rate was lower in multiparous group than that in primiparous group(P <0.05),there was no significant difference on the muscle fiber damage ratio (muscles force below Ⅲ) between the two groups (P > 0.05).②)In postpartum 3 months,6 months,1 year there was no significant difference in proportion of muscle damage between the two groups (P > 0.05).③Multiparous group pelvic floor muscle damage ratio decreased slowly and gradually in the four periods,there was no statistical difference between adjacent period (P > 0.05),the pelvic muscle damage ratio appeared significant statistical difference between postpartum 6 months and postpartum 42 days(P < 0.01).④In primiparous group,pelvic floor muscle damage ratio decreased significantly in postpartum 6 months,postpartum 42 days、3 months,6 months,the differces were statistically significant among the three times(P < 0.05),there was no statistical difference between postpartum 6 months and 1 year(P>0.05).Conclusions:Type Ⅰ muscle fibers suffer injury more in Primipara than that in multipara,multiparous pelvic floor muscle recovery process is more slowly than primipara's,we should pay attention to pelvic muscle recovery within 6 months after delivery.

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