1.Quantitation of diffuse myocardial fibrosis using cardiac CT in heart failure: a pilot study
Rui WANG ; Xinmin LIU ; Taiyang LUO ; Ning YANG ; Zhanming FAN ; Lei XU
Chinese Journal of Radiology 2019;53(4):256-260
Objective To evaluate the feasibility and accuracy of cardiac CT (CCT) in quantitation of extracellular volume (ECV) fraction in patients with heart failure, with 3 T Cardiac MR (CMR) as the reference. Methods Twenty?eight patients with variety reasons of heart failure were enrolled in this study. ECVs was calculated, the correlation between CCT and CMR ECV value and other cardiac function parameters (left ventricular end systolic volume LVESV, left ventricular end diastolic volume LVEDV, cardiac output CO and ejection fraction LVEF, and clinical bio?marker BNP) was determined. Interclass correlation coefficient (ICC) was used to evaluate the agreement of measurement by two radiologists. Results The average of ECV on CCT and CMR was 33% ± 8% and 31% ± 6%, respectively. A good correlation was revealed between myocardial ECV at CCT and that at CMR (r=0.854, P<0.001). Bland?Altman analysis between CCT and CMR showed a small bias (4.6%), with 95% limits of agreement of-18.2% to 27.4%. ICC for ECV at CCT was excellent (ICC=0.910). For both CCT and CMR, ECV was inversely related to LVEF. The radiation dose for CCT?ECV was (1.60±0.04) mSv. Conclusions ECV at CCT and that at CMR showed good correlation, suggesting the potential for myocardial tissue characterization using CCT. However, CCT?ECV would possibly overestimate the extent of ECV.
2.Extracellular volume fraction for the assessment of myocardial functional outcome after revascularization in the patients with coronary chronic total occlusion
Xinde ZHENG ; Hang JIN ; Mengsu ZENG ; Daoyuan REN ; Shan YANG ; Hong YUN ; Yinyin CHEN
Chinese Journal of Radiology 2019;53(4):261-267
Objective Myocardial functional outcome after revascularization of coronary chronic total occlusion (CTO) was prospectively predicted using extracellular volume fraction (ECV) based on cardiovascular magnetic resonance (CMR). Methods Thirty patients with CTO underwent CMR before and 6 months after percutaneous coronary intervention (PCI) were enrolled. The CMR scan protocol included cine, pre?contrast and post?contrast T1 mapping and late gadolinium enhancement (LGE). Ejection fraction (EF) and segmental wall thickening (SWT) were calculated using CVI 42 software. SWT less than 45% indicated myocardial segment dysfunction. According to the American Heart Association (AHA) scientific statement, the dysfunctional segments assigned to CTO vessel were selected, and three baseline imaging markers, ECV, transmural extent of infarction (TEI) and unenhanced rim thickness (RIM) were respectively evaluated. The myocardial segments were divided into two subgroups, group with well?developed collaterals and group with poorly?developed collaterals, based on the collateral circulation using Rentrop classification. Baseline and follow?up values of SWT and EF were evaluated using paired Student′s t?test. Using an increase in SWT>10% as standard reference, ROC analysis was conducted to describe the predictive performance of baseline markers. A mixed linear model was used to probe the relationship between collateral circulation and SWT. Stepwise logistic regression analysis was used to determine the independent predictors of regional functional recovery. The differences of EF between poorly?developed and well?developed collaterals were compared by Student t test. Results The baseline mean segmental wall thickening (SWT) of the dysfunctional segments increased from 21.6% (9.7%, 33.3%) to 38.4% (19.0%, 51.2%) after PCI (Z=-6.869, P<0.001), and EF was also significantly higher compared with baseline (54.5%±8.5 % vs. 50.7%± 6.6%, t=-5.706, P<0.001). ECV showed good performance in predicting functional recovery with cutoff value 34.7%, area under ROC curve (AUC) 0.86, sensitivity 91%, and specificity 66%. The AUC of ECV was superior to TEI and RIM (AUC: 0.75 and 0.73, all P value<0.01). The segments with well?developed collaterals were associated with a higher SWT at follow?up [46.6% (36.6%, 64.2%) vs. 33.5% (12.8%, 47.8%),F=5.791, P=0.02]. Logistic regression analysis demonstrated that mean segmental ECV was the only independent predictors of regional functional outcome after PCI (OR=0.83, 95% confidence interval: 0.77—0.89; P<0.001). Conclusions ECV by CMR may provide incremental value for the prediction of regional functional recovery in CTO patients, and baseline collateral circulation correlates with the regional systolic function after revascularization.
3.Application of low tube voltage combined with low iodine load iso?osmolar contrast in CT angiography for thanscatheter aortic valve replacement planning
Xinshuang REN ; Zhihui HOU ; Yang GAO ; Weihua YIN ; Yitong YU ; Yanan MA ; Bin LYU
Chinese Journal of Radiology 2019;53(4):268-273
Objective To investigate the feasibility, image quality, and safety of low?tube?voltage, low iodine load iso?osmolar contrast comprehensive cardiac and aortoiliac CT angiography (CTA) for transcatheter aortic valve replacement (TAVR) planning. Methods Ninety?eight consecutive TAVR candidates prospectively underwent combined contrast?enhanced CTA of the aortic root complex and vascular access route. Patients were assigned to group A (2nd generation dual?source CT, 100 kV, contrast 270 mgI/ml iodixanol) or group B (2nd generation dual?source CT, 120 kV, contrast 370 mgI/ml). Mean vascular attenuation, noise, signal?to?noise ratio (SNR), and contrast?to?noise ratio (CNR) of aorta including aortic root, aortic arch, descending aorta at level of diaphragm, abdominal aorta at level of renal artery and femoral artery were compared. Patient creatinine levels before the examination of CTA and during follow?up (24—48 h) were measured. Results The image quality score of aortic root and whole aorta was (4.2±0.7) and (4.3±0.4) respectively in experimental group, (4.3±0.6) and (4.3±0.3) in control group. No significant difference in subjective image quality score between two groups including aortic root image and whole aorta image (t=-0.130,-0.155,P=0.694, 0.822). The image noise of aortic root and femoral artery were higher in experimental group than that in control group (P<0.05). Radiation dose in experimental group was higher than that in control group [(6.1 ± 0.4) vs. (8.0 ± 0.4) mSv, t=-9.253, P=0.001]. There were no significant changes in creatinine levels among groups during the follow?up. Conclusion TAVR candidates can be safely and effectively evaluated by a comprehensive CTA protocol with low iodine load iso?osmolar contrast using low?tube?voltage acquisition.
4.The role of non?invasive fractional flow reserve derived from coronary CT angiography in assessing the hemodynamic relevance of myocardial bridging
Fan ZHOU ; Jing YAN ; Changsheng ZHOU ; Zhuxiao LIN ; Guangming LU ; Longjiang ZHANG
Chinese Journal of Radiology 2019;53(4):274-280
Objective To evaluate the role of non?invasive fractional flow reserve (FFR) derived from coronary CT angiography (CCTA) in assessing the hemodynamic relevance of myocardial bridging (MB). Methods A total of 60 patients without obstructive coronary artery disease but with CCTA?confirmed MB of the left anterior descending coronary artery and 30 patients with negative CCTA findings as control group were retrospectively included in this study. The 60 patients with MB were divided into 2 groups (superficial and deep MB group) according to the depth of MB. Age and sex were matched among three groups. The location, length, depth, and degree of systolic compression of the MB were measured. The FFRCT values (including systolic and diastolic phases) were measured at three points (segments 1 to 2 cm proximal to a MB, mid?tunneled segment and segments 1 to 2 cm distal to the MB) by cFFR software. Patients with FFRCT<0.75 were deemed to have hemodynamic relevance (abnormal group). χ2 test, ANOVA test, Mann?Whitney U test, Kruskal?Wallis H test and logistic regression model were used for statistical analysis. Results The FFRCT values decreased from diastolic phase to systolic phase in deep MB group [0.90 (0.81-0.94) vs. 0.93 (0.91-0.97), Z=-2.172, P=0.03]. Compared to control group, the FFRCT values decreased in both diastolic phase and systolic phase in superficial MB group as well as deep MB group [systole 0.92 (0.90-0.94) control vs. 0.84 (0.77-0.88) superficial vs. 0.67 (0.50-0.88) deep, H=37.193, P<0.001; diastole 0.93 (0.89-0.94) control vs. 0.85 (0.73-0.92) superficial vs. 0.81 (0.65-0.87) deep, H=26.508, P<0.001]. Abnormal FFRCT values (<0.75) were found in 28 (47.7%) MB patients (9 superficial vs. 19 deep). The length (OR=1.067, 95% CI: 1.016-1.122, P=0.010) and depth (OR=2.028, 95%CI: 1.129-3.644, P=0.018) of MB were associated with the abnormal FFRCT values.Conclusions The FFRCT values of coronary artery distal to MB were lower than that without MB. Abnormal FFRCT values are more prevalent in deep MB. MB length and depth demonstrate moderate predictive value for an abnormal FFRCT value.
5.Value of texture analysis on apparent diffusion coefficient maps in the preoperative prediction of histological grade of tongue and mouth floor squamous cell carcinoma
Jiliang REN ; Ying YUAN ; Di DONG ; Yiqian SHI ; Xiaofeng TAO
Chinese Journal of Radiology 2019;53(4):281-285
Objective To explore the value of texture analysis on ADC maps in the preoperative prediction of histological grade of tongue and mouth floor squamous cell carcinoma (SCC). Methods Forty?nine pathologically confirmed tongue and mouth floor SCC with definite grading from May 2015 to June 2018 were retrospectively analyzed, including 21 cases of gradeⅠ, 21 cases of gradeⅡand 7 cases of gradeⅢ. All subjects underwent preoperative MRI examination with DWI included. Two doctors delineated whole tumor region of interest and extracted texture parameters by the 3D Slicer software, including 8 histogram parameters, 11 grey?level co?occurrence matrix (GLCM) parameters and 7 gray?level run?length matrix (GLRLM) parameters. Intraclass correlation coefficient (ICC) was used to evaluate the inter?observer delineation agreement, and the texture parameters with excellent reproducibility (ICC>0.8) were used for analysis only. Mann?Whitney U test was used to compare the differences of ADC texture parameters between grade Ⅰ and grade Ⅱ?Ⅲ SCCs. Stepwise logistic regression was used to determine the independent predictors and to build combined model. ROC analysis was used to explore the performance of texture parameter and model in predicting histological grade of tongue and mouth floor SCCs. Pearson correlation coefficient was used to evaluate the correlation between texture parameters with statistical significance. Results (1) Excellent inter?observer delineation agreement (ICC: 0.81-0.98) was observed in 69.23% (18/26) texture parameters, including 6 histogram parameters, 7 GLCM parameters and 5 GLRLM parameters. (2) Among histogram parameters, significantly higher 10 percentile ADC value (ADC10) and significantly lower energy and entropy were shown in gradeⅠcompared with gradeⅡandⅢSCCs (all P<0.05). Among GLCM parameters, significantly lower joint entropy, difference entropy, sum entropy, difference variance, difference average and contrast were shown in grade Ⅰ SCCs (all P<0.05). Among GLRLM parameters, significantly lower gray?level nonuniformity and run?length nonuniformity were shown in gradeⅠSCCs (all P<0.05). ADC10 and entropy were identified as independent predictors. The ADC10 and entropy were 960(913, 1 178)×10?6mm2/s and 4.32(4.06, 4.76) in gradeⅠSCCs, and 888(816, 987)×10?6mm2/s and 4.88(4.57, 5.29) in gradeⅡ?ⅢSCCs respectively. The area under ROC curve (AUC) of ADC10, entropy and combined model were 0.72, 0.75, 0.81. (3) Significant correlation (|r|≥0.5) was observed among 52.73% (29/55)texture parameters with statistical significance. Conclusion Texture analysis on ADC maps can provide more quantitative information, which can be more accurately in discriminating grade Ⅰfrom gradeⅡ?Ⅲtongue and mouth floor SCCs.
6.The accuracy of tumor size evaluation on invasive breast cancer based on cone beam breast CT
Yue MA ; Zhaoxiang YE ; Aidi LIU ; Lu YIN ; Peng HAN ; Haijie LI
Chinese Journal of Radiology 2019;53(4):286-291
Objective To evaluate the accuracy of cone?beam breast CT (CBBCT) on tumor sizing in patients with invasive breast carcinoma and analyze the influence factors. Methods The preoperative CBBCT images of 82 female patients (85 breast lesions) with invasive breast carcinoma confirmed by pathology from November, 2011 to December, 2017 in Tianjin Medical University Cancer Hospital were included in this retrospective study. All the patients underwent the pathology and immunohistochemical test after operation. Tumor size estimation were performed on preoperative CBBCT images. Referring to tumor size measurement on pathology, all the lesions were divided into two groups. Concordance was defined as the discrepancy in diameter less than 0.5 cm, and the discordance was more than 0.5 cm. Pathology examination was performed after resection, and estrogen receptor (ER), progesterone receptor (PR), human epidermal growth factor receptor 2(HER?2) and Ki?67 result were recorded. All the lesions were classified into molecular subtype, including 14 Luminal A, 50 Luminal B, 11 HER?2?enriched and 10 triple?negative. Intraclass correlation coefficient (ICC) and Pearson correlation coefficient were used to analyze the reliability of CBBCT on tumor sizing. CBBCT?pathology discordance was analyzed based on the clinical, histopathology and CBBCT features by using t test, Chi?square and Fisher exact test. ROC curve was used to analyze the cut?off value between tumor size and CBBCT?pathology discordance. Results The agreement between CBBCT (2.155 ± 0.799) cm and pathology (1.986 ± 0.933) cm measurement was on moderate degree based on the ICC value (ICC=0.781, P<0.01) and had positive correlation (r=0.803, P<0.01). CBBCT?pathology concordance was found in 71 lesions, and discordance in 14 lesions. The factors of family history, symptom, pathology type, molecular subtypes, histological grade, surrounding fat invasion, lymphatic invasion, axillary lymph node metastasis, HER?2 positive and Ki?67 high expression had no significant difference between two groups. ER or PR positive had significant difference, suggesting that the accuracy of evaluation on ER or PR negative lesions could be reduced. The cut?off value of ROC curve between tumor size and CBBCT?pathology discordance was 2.08 cm, and the area under curve was 0.70. In 85 lesions. 66 of 75 mass lesions and 5 of 10 non?mass lesions were consistent. The lesion type had significant difference between two groups (χ2=6.705, P=0.010), which suggested the CBBCT evaluation on non?mass could have discrepancy with pathology. Conclusion CBBCT has high accuracy on tumor size evaluation on invasive carcinoma. ER or PR negative, large lesions or non?tumor lesions should be alert to the impact of CBBCT?pathology discordance before surgery which may cause the alteration of surgical protocols.
7.Radiomic features to predict microvascular invasion in hepatocellular carcinoma based on conventional MRI: preliminary findings
Heqing WANG ; Mengsu ZENG ; Shengxiang RAO ; Ruofan SHENG ; Chun YANG ; Xin WENG ; Jiyong WANG
Chinese Journal of Radiology 2019;53(4):292-298
Objective To identify the preoperative MRI findings for predicting microvascular invasion (MVI) using texture analysis (TA) on multiple MRI sequences. Methods Two hundred and fifty patients with HCC pathologically confirmed by surgery in Zhongshan Hospital from October 2015 to October 2016 were analyzed retrospectively. All patients underwent conventional MRI plain scan and dynamic contrast?enhanced examination within 2 weeks before operation. According to the ratio of 1∶1, the patients were divided into a training set (125 cases) and a test set (125 cases).The training set was used to establish a classifier to predict MVI of HCCs via the TA, and the test set was used to evaluate the performance of the classifier. An image analysis was performed using an in?house software contained a set of 2 415 features which were generated from all conventional axial sequences, including the T2WI, DWI, ADC map, and dynamic enhancement images.. A four?fold cross validation (FFCV) and sequential forward floating feature selection strategy (SFFS) were employed to select an optimal subset of features and a linear discriminant analysis (LDA) was employed to establish a classifier. The clinical laboratory examination, morphologic characteristics and quantitative analysis of conventional MR were used to compare the performance of predicting MVI with the classifier. A Chi?squared test or Fisher exact probablities test were used for categorical variables, and independent t test or Mann?Whitney U test were used for used for continuous variables. Factors with a P value less than 0.05 at univariate analyses were entered into the multivariate model to identify independent predictors. The Hosmer?Lemeshow test was performed to explain the goodness of fit of the multivariate logistic model. A receiver operating characteristic curve analysis was performed to evaluate the diagnostic performance. Results The classifier set up by the training set consists of 13 texture features. When conventional MRI texture features of test set were used to judge whether there was MVI or not, the AUC of all texture features of arterial phase (AP) was the highest (0.506 3). Univariate regression analysis showed that there were significant differences in pathological grade (P=0.026), AFP level (P=0.033), lesion edge shape (P=0.038), AP enhancement (P=0.038), and AP peritumoral enhancement (P=0.008). Multivariate binary logistic regression analysis showed that peritumoral enhancement and texture classifier assessed MVI with P values of 0.005 and 0.001,which were independent risk factors for MVI. The significance level of Hosmer Lemeshow test was 0.796, indicating the goodness of fit of acceptable models. The AUCs of single variable, combined variable (including of AFP level, irregular tumor margin, enhancement intensity in AP and peritumoral enhancement in AP) and texture classifier for MVI were 0.588 to 0.627, 0.798 and 0.733, respectively. When compared the AUC of the combination features (including of AFP level, irregular tumor margin, enhancement intensity in AP and peritumoral enhancement in AP) with the classifier to identify MVI of HCC in the test set, no significant difference was found(P=0.108 6). However, although the sensitivity of them were same as 70.73%, the specificity of the combination features was mildly higher than that of classifier (82.14% vs. 78.57%). Conclusions Combination features of AFP level, tumor margin, enhancement intensity in AP and peritumoral enhancement in AP can be used to predict MVI of HCCs. It is a new method of noninvasive evaluation of MVI before operation. The performance of the classifier made by TA was not superior to that of combination features based on clinic and conventional MR sequences.
8.Clinical research of CT urography in quantitative assessment of single?kidney glomerular filtration rate in renal tumors and hydronephrosis patients
Lin CAO ; Qinglai XIA ; Yue ZHANG ; Hongyi WU ; Yanyan ZHANG ; Minghao WU ; Yan FU ; Xuening ZHANG
Chinese Journal of Radiology 2019;53(4):299-304
Objective To evaluate the clinical value of CT urography (CTU) in quantitative analysis of single?kidney renal glomerular filtration rate (GFR) in patients with renal tumor and hydronephrosis.Methods A total of 49 patients with renal tumor or hydronephrosis from January 2018 to September 2018 in the Second Hospital of Tianjin Medical University were prospectively collected. In all cases, the CT urography and 99mTc?DTPA renal dynamic imaging data and related clinical data were collected. All patients were divided into two groups: the experimental group (39 patients with a total of 78 kidneys) and the validation group (10 patients with a total of 20 kidneys). According to the presence or absence of renal diseases, the kidneys of the experimental group and the validation group were further divided into four groups, namely, the single kidney group, the tumor group, the stagnant water group and the healthy group. The CT urography protocol consisted of noncontrast, arterial phase, nephrographic, and excretory phase imaging. The total renal GFR was determined by CT measurement of renal clearance of contrast media (CM), and the total CT?GFR was then split into single?kidney CT?GFR by a left and right kidney proportionality factor. Differences between CT?GFR and SPECT?GFR measurements in each group of the experimental group was compared by paired?sample t test. Correlations between CT?GFR and SPECT?GFR in the experimental group and their correlations with RPV was analyzed by Pearson method. The Bland?Altman mapping method was used to evaluate the consistency between CT?GFR and SPECT?GFR in the experimental group. Results Paired difference between single?kidney CT?GFR (48.76 ± 18.50) ml·min-1·1.73 m-2 and single?kidney SPECT?GFR (45.68±17.95) ml·min-1·1.73 m-2 in the experimental group, P<0.05, demonstrating 6.8% systemic overestimation. A good correlation(r=0.80, P<0.01) and consistency (± 22.50 ml·min-1·1.73 m-2, ± 49.2% measurement deviations) was revealed between both measurements. There were positive correlations between CT?GFR and SPECT?GFR in the renal tumor group, hydronephrosis group, and healthy kidney group (r=0.67, 0.92, 0.80; P<0.01) respectively, and with good agreement (95% CI measurement deviation<30 ml·min-1·1.73 m-2). In all validation groups, there was no statistical difference between the estimated and true values of the Gates?GFR (all P>0.05). Pearson Correlation analysis showed that the correlations between CT?GFR and RPV in all experimental groups were better than the correlation between Gates?GFR and RPV (P<0.05). Conclusions This study demonstrated the feasibility of using CT urography to measure single?kidney GFR, verifying its application value in diseases such as kidney tumors and obstructive hydronephrosis, and proved that the proposed single?kidney CT?GFR correlates better than the SPECT?GFR with RPV.
9.Comparative analysis of MR imaging findings of perianal fistulas in patients with and without Crohn disease
Genghuan NI ; Hongwei ZHAO ; Changzhen QI ; Jie HE ; Peng HU ; Jihong SUN
Chinese Journal of Radiology 2019;53(4):305-309
Objective To investigate the differences in magnetic resonance imaging characteristics between perianal?fistulas of Crohn disease (P?FCD) and perianal?fistulas of non?Crohn disease (P?FNCD). Methods A retrospective analysis was made of 109 patients with perianal fistula who were confirmed by clinical examinations and surgery and had complete preoperative pelvic MRI data from sir run run shaw hospital affiliated to Zhejiang University from June 2015 to March 2017. Patients were divided into P?FCD and P?FNCD groups according to whether the patient was clinically diagnosed with Crohn disease (CD). There were 59 cases in group P?FCD and 50 cases in group P?FNCD. All patients underwent pelvic MRI plain scan and enhanced scan. the classifications of perianal fistula (St. James University Hospital classification and improved Parks classification) were evaluated. The number of branches, the number of abscesses, the number of internal opening, the height of the internal opening were measured and recorded. The incidence of proctitis and anal inflammation were recorded. Van Assche score was evaluated. Measured data between patients in the P?FCD and P?FNCD groups were compared using independent sample t test (normal distribution) or non?parametric test (skewed distribution).The quantitative data were compared using cross?sectional Pearson χ2 test. Results There were significant differences in the number of branches, the number of abscesses, the number of internal opening, the height of the internal opening, the positive rate of proctitis, the positive rate of anal canalitis, and the Van Assche score between the P?FCD group and the P?FNCD group (all P<0.05). There was no significant difference in the modified Parks classification between the P?FCD group and the P?FNCD group (P>0.05).There was significant difference in the classification of St. James University Hospital between the P?FCD group and the P?FNCD group (P<0.05). Conclusions P?FCD is mainly composed of high complex anal fistula, which is significantly different from P?FNCD. We used St. James University Hospital classification and Van Assche score to diagnose perianal fistula in combination with clinical examinations, which was helpful for the diagnosis of P?FCD.
10.Clinical analysis of the treatment of aortoiliac occlusive disease using unibody bifurcate endografts
Wei LI ; Jing SHANG ; Mingjin GUO ; Jiang WU ; Bing LIU ; Xuefei JIAO ; Junwei YAN
Chinese Journal of Radiology 2019;53(4):310-313
Objective To evaluate the safety and efficiency of the unibody bifurcate endografts in treating aortoiliac occlusive disease. Methods We performed a retrospective review of patients with aortoiliac occlusive disease who underwent endovascular revascularization with unibody bifurcated endografts. Data of demography, operative details, and outcomes were collected. Results From March 2016 to December 2017, 7 patients (6 males and 1 female) were treated using this endovascular technique. Technical success was achieved in all patients and there were no procedure related complications. The aortoiliac reconstructions remained patent within the median follow up of 11.0 (range 6.3-21.3) months, and all the patients clinically were improved an average of 1.71 Rutherford categories. Conclusions Endovascular repairment using an unibody bifurcated endograft for aortoiliac occlusive disease is feasible and effective, and has excellent short and midterm patency; however, the long?term patency need to be consequently observed.