1.The consistency study of quantitative coronary flow fraction and cardiac magnetic resonance imaging in evaluating myocardial ischemia in patients with coronary heart disease
Keyao HUI ; Lei ZHAO ; Chen ZHANG ; Hongbo ZHANG ; Shuying QI ; Hai GAO ; Xiaohai MA
Journal of Chinese Physician 2024;26(1):18-24
		                        		
		                        			
		                        			Objective:To evaluate the correlation and consistency between quantitative coronary flow fraction (QFR) and cardiac magnetic resonance imaging (CMR) in assessing myocardial ischemia in patients with coronary heart disease (CAD).Methods:A retrospective analysis was conducted on the data of coronary heart disease patients who underwent load CMR examination and coronary angiography at the Beijing Anzhen Hospital, Capital Medical University from August 2017 to March 2022. CMR examination includes cardiac cine, load/rest myocardial perfusion imaging, and delayed enhancement sequence. According to the results of CMR examination, the patient′s left ventricular myocardial segments were divided into normal segment group and abnormal segment group (further divided into ischemic segment group and infarcted segment group). On the basis of coronary angiography, an artificial intelligence based platform (AngioPlus system) was applied to calculate the preoperative coronary artery QFR value of patients undergoing percutaneous coronary intervention treatment. Kappa test was used to evaluate the consistency of QFR and CMR in diagnosing abnormal myocardium; Mann Whitney U test was used to compare the differences in QFR between groups; The receiver operating characteristic (ROC) curve was used to evaluate the efficacy of QFR in diagnosing abnormal myocardium; Spearman correlation analysis was used to clarify the relationship between myocardial infarction area and QFR value of the supplying coronary artery in patients.Results:Among the 70 CAD patients enrolled, there were 60 males and 10 females, aged (54.1±11.1)years. At the vascular level, the consistency between QFR and CMR in diagnosing myocardial injury (including ischemia and infarction) is moderate (Kappa value=0.514). The sensitivity and specificity of detecting abnormal myocardial segments in CAD patients were 57% and 91%, respectively. The area under the curve (AUC) value of QFR predicting abnormal myocardium in CAD patients was 0.769, and the optimal cutoff value was QFR=0.865. At this time, the sensitivity and specificity of QFR predicting myocardial injury in CAD patients were 67.2% and 84.3%, respectively. The difference in vascular QFR between the normal segment group, ischemic segment group, and infarcted segment group was statistically significant ( P<0.001), with the infarcted segment group having significantly lower QFR values than the other two groups (all P<0.01). The range of myocardial infarction was negatively correlated with the QFR value of the supplying coronary artery ( r=-0.45, P<0.001). At the patient level, the consistency between QFR and CMR in diagnosing myocardial injury (including ischemia and infarction) was moderate (Kappa value=0.445), with a sensitivity of 74% and a specificity of 81% for diagnosing myocardial injury in CAD patients. Conclusions:Compared with CMR, QFR has better specificity in detecting myocardial injury in CAD patients. The QFR value of the infarcted segment group is significantly lower than that of the ischemic group and the normal group. The area of myocardial infarction is negatively correlated with the QFR value of the supplying coronary artery.
		                        		
		                        		
		                        		
		                        	
2.Study on predicting new onset heart failure events in patients with hypertrophic cardiomyopathy using machine learning algorithms based on clinical and magnetic resonance features
Hongbo ZHANG ; Lei ZHAO ; Yuhan YI ; Chen ZHANG ; Guanyu LU ; Zhihui LU ; Lanling WANG ; Lili WANG ; Xiaohai MA
Chinese Journal of Cardiology 2024;52(11):1283-1289
		                        		
		                        			
		                        			Objective:To explore the value of predicting new-onset heart failure events in patients with hypertrophic cardiomyopathy (HCM) using clinical and cardiac magnetic resonance (CMR) features based on machine learning algorithms.Methods:The study was a retrospective cohort study. Patients with a confirmed diagnosis of HCM who underwent CMR examinations at Beijing Anzhen Hospital from May 2017 to March 2021 were selected and randomly divided into the training set and the validation set in a ratio of 7∶3. Clinical data and CMR parameters (including conventional parameters and radiomics features) were collected. The endpoint events were heart failure hospitalization and heart failure death, with follow-up ending in January 2023. Features with high stability and P value<0.05 in univariate Cox regression analysis were selected. Subsequently, three machine learning algorithms—random forest, decision tree, and XGBoost—were used to build heart failure event prediction models in the training set. The model performance was then evaluated using the independent validation set, with the performance assessed based on the concordance index. Results:A total of 462 patients were included, with a median age of 51 (39, 62) years, of whom 332 (71.9%) were male. There were 323 patients in the training set and 139 in the validation set. The median follow-up time was 42 (28, 52) months. A total of 44 patients (9.5% (44/462)) experienced endpoint events (8 cases of heart failure death and 36 cases of heart failure hospitalization), with 31 events in the training set and 13 in the validation set. Univariate Cox regression analysis identified 39 radiomic features, 4 conventional CMR parameters (left ventricular end-diastolic volume index, left ventricular end-systolic volume index, left ventricular ejection fraction, and late gadolinium enhancement ratio), and 1 clinical feature (history of non-sustained ventricular tachycardia) that could be included in the machine learning model. In the prediction models built with the training set, the concordance indices for the random forest, decision tree, and XGBoost models were 0.966 (95% CI 0.813-0.995), 0.956 (95% CI 0.796-0.992), and 0.973 (95% CI 0.823-0.996), respectively. In the validation set, the concordance indices for the random forest, decision tree, and XGBoost models were 0.854 (95% CI 0.557-0.964), 0.706 (95% CI 0.399-0.896), and 0.703 (95%CI 0.408-0.890), respectively. Conclusion:Integrating clinical and CMR features of HCM patients through machine learning aids in predicting heart failure events, with the random forest model showing superior performance.
		                        		
		                        		
		                        		
		                        	
3.The value of radiomics features derived from cardiac MR cine images in predicting late gadolinium enhancement in patients with hypertrophic cardiomyopathy
Hongbo ZHANG ; Lei ZHAO ; Haoru WANG ; Guanyu LU ; Chen ZHANG ; Guoxi XIE ; Na LU ; Xiaohai MA
Chinese Journal of Radiology 2023;57(11):1231-1238
		                        		
		                        			
		                        			Objective:To investigate the value of radiomics features derived from cardiac MR (CMR) cine images for predicting late gadolinium enhancement (LGE) in patients with hypertrophic cardiomyopathy (HCM).Methods:Firstly, a total of 300 HCM patients with definite diagnosis who underwent CMR examination in Beijing Anzhen Hospital from May 2017 to August 2021 were retrospectively included, and were divided into a training set and a test set with a proportion of 7∶3 using random stratified sampling method. Then, a total of 89 HCM patients with definite diagnosis who underwent CMR examination in Beijing Anzhen Hospital from January 2022 to May 2023 were included for external validation. The CVI42 software was used to obtain the cardiac function parameters. Intraclass correlation coefficient (ICC), Pearson correlation coefficient and least absolute shrinkage and selection operator (LASSO) were used to select radiomics features. Finally, LASSO regression and three machine learning algorithms (including support vector machine, linear discriminant analysis and naive Bayes) were used to build prediction models. The area under the receiver operating characteristic curve (AUC) was used to evaluate the prediction value of the model.Results:Totally 1 409 features were extracted from each patient, and 19 features were retained to build radiomics signature after dimension reduction. Although no significant differences among the four methods, the prediction performance and stability of LASSO regression were relatively good. The AUC was 0.795 (95%CI 0.735-0.855) in the training set, 0.765 (95%CI 0.668-0.862) in the test set and 0.721(95%CI 0.598-0.845) in the external validation set.Conclusions:The features extracted from CMR cine images can be used to predict LGE in HCM patients. LASSO regression is recommended for model construction.
		                        		
		                        		
		                        		
		                        	
4.Effects of intracorporeal anastamosis and extracorporeal anastamosis on abdominal infection associated with laparoscopic right hemicolectomy
Hongsheng ZHAO ; Jiyong PAN ; Ruifeng YAN ; Zijun GUO ; Xiaohai SONG ; Mei WANG
Clinical Medicine of China 2021;37(1):74-78
		                        		
		                        			
		                        			Objective:To compare the effect of intracorporeal anastamosis and extracorporeal anastamosis on abdominal infection associated with laparoscopic right hemicolectomy.Methods:The clinical data of 210 patients with colon cancer who underwent laparoscopic right hemicolectomy in Dalian Third Peoples′s Hospital, Liaoning Province from January 2015 to December 2019 were analyzed retrospectively.Among them, 79 patients underwent intracorporeal anastamosis (intracorporeal anastamosis group) and 131 patients underwent extracorporeal anastamosis (extracorporeal anastamosis group). The perioperative indexes and postoperative abdominal infection were compared between the two groups.Results:In intracorporeal anastamosis group, the intraoperative bleeding was (45.2±4.2) mL, the operative time was (161.3±22.4) min, the number of lymph node dissection was (30.8±9.6), the postoperative exhaust time was (3.3±1.2) d, and the postoperative hospital stay was (7.6±0.5) d. In extracorporeal anastamosis group was (42.1±5.0) mL, (167.3±26.7) min, (32.9±8.6), (3.4±1.0) d and (7.5±0.6) d, respectively, there were no significant difference between the two groups (t value were 0.417, 0.207, 0.829, 0.338 and 0.293, respectively; P value were 0.699, 0.845, 0.231, 0.734 and 0.802, respectively). In intracorporeal anastamosis group, the incidence of abdominal infection (with anastomotic fistula)was 13.9%(11/79), the incidence of abdominal infection (without anastomotic fistula)was 10.1%(8/79), and in extracorporeal anastamosis group was 1.5%(2/131)and 0.8%(1/131), the differences were statistically significant (χ 2=12.805, 10.238; P=0.003, 0.008). In intracorporeal anastamosis group, the incidence of respiratory system infection was 1.3%(1/79), the incidence of urinary system infection was 2.5%(2/79), the incidence of surgical incision infection was 1.3%(1/79). In extracorporeal anastamosis group was 3.1%(4/131), 0.8%(1/131) and 3.1%(4/131), respectively.There were no significant difference between the two groups (χ 2 value were 0.662, 0.420 and 0.662, respectively; P value were 0.364, 0.587 and 0.364, respectively). Conclusion:Laparoscopic right hemicolectomy with intracorporeal anastamosis and extracorporeal anastamosis have the same surgical effect, but intracorporeal anastamosis may increase the risk of postoperative abdominal infection.
		                        		
		                        		
		                        		
		                        	
5.A study on the relationship between biomarkers and left ventricular myocardial native T 1 value in patients with lone atrial fibrillation
Lei ZHAO ; Chen ZHANG ; Jie TIAN ; Aijia LU ; Songnan LI ; Rong BAI ; Hailong GE ; Xiaohai MA
Chinese Journal of Radiology 2021;55(3):264-268
		                        		
		                        			
		                        			Objective:To investigate the relationship between serum procollagen Ⅲ amino terminal peptide (PIIINP), collagen I carboxyl terminal cross-linking peptide (CTXI), high-sensitivity C-reactive protein (hs-CRP) and cardiac magnetic resonance (CMR) T 1 mapping value in patients with lone atrial fibrillation (AF). Methods:Fifty-five patients with lone AF in Beijing Anzhen Hospital from July 2017 to June 2018 were prospectively enrolled. Another 20 healthy volunteers were examined at the same time to provide normal reference range. All patients completed PIIINP, CTXI, hs-CRP and CMR examination within one week. CMR examination including cine, pre-contrast T 1 mapping, and late gadolinium enhancement sequences. We used t test, Mann-Whitney U test or chi square test to compare the difference of the above indexes between AF patients and the control group. Spearman correlation analysis was used to determine the associations between left ventricular native T 1 value and blood biomarker in AF patients. Results:All the patients were paroxysmal AF with an average age of (48±10) years, of which 46 (83.6%) were male. The PIIINP, CTXI, hs-CRP, left ventricular native T 1 value of AF patients were 5.83 (3.52, 12.40) ng/ml, 4.63 (3.31, 6.82) μg/ml, 3.41 (1.72, 6.61) mg/L and (1 261±23) ms, respectively, which all significant higher than those in healthy subjects (all P<0.05). The native T 1 value of left ventricular myocardium was positively correlated with PIIINP ( r=0.492, P<0.05) and hs-CRP ( r=0.516, P<0.05), but not with CTXI ( r=0.021, P>0.05). Conclusions:The PIIINP, CTXI and hs-CRP increased in patients with lone AF, PIIINP and hs-CRP were correlated with elevated native T 1 value of left ventricular myocardium.
		                        		
		                        		
		                        		
		                        	
6.Comparison of the efficacy of midcaudal combined approach and cephalic middle approach in laparoscopic complete mesocolic excision for right hemicolon cancer with incomplete ileus
Hongsheng ZHAO ; Jiyong PAN ; Ruifeng YAN ; Zijun GUO ; Longchao YAN ; Xiaohai SONG
Clinical Medicine of China 2020;36(2):121-124
		                        		
		                        			
		                        			Objective:To compare the effect of midcaudal combined approach and the cephalic middle approach in laparoscopic complete mesocolic excision (CME) in the treatment of right colon cancer complicated with incomplete intestinal obstruction.Methods:From January 2014 to January 2019, 90 patients with right colon cancer complicated with incomplete intestinal obstruction admitted to the Third People′s Hospital of Dalian were retrospectively analyzed.All patients underwent laparoscopic right hemicolectomy, CME plus D3 lymph node dissection.According to the choice of different surgical approaches, 44 patients were treated with the midcaudal combined approach (observation group) and the other 46 patients were treated with cephalic middle approach (control group). The intraoperative, postoperative and complications of the two groups were compared statistically.Results:Compared with the control group, the bleeding volume in the observation group was significantly reduced ((105.3±22.6) ml vs.(309.6±28.0) ml, t=13.698), the operation time was significantly shortened ((165.2±17.9) min vs.(219.5±21.5) min, t=8.327), and the differences were statistically significant (all P<0.05). There were no significant differences in the number of lymph nodes dissected ((21.4±7.8)vs.(20.4±6.6), t=0.534), the proportion of lymph nodes dissected≥12(86.4%(38/44)vs.84.8%(39/46), χ 2=0.208), the complications after operation(6.8%(3/44)vs.10.9%(5/46), χ 2=0.318), the length of hospital stay after operation ((11.8±1.6) d vs.(12.5±2.3) d, t=0.986), the difference was statistically significant (all P>0.05). Conclusion:It is safe and feasible to use the middle caudal approach in laparoscopic CME for right colon cancer complicated with incomplete ileus. Compared with the cephalic middle approach, it can reduce thebleeding volume and shorten the operation time.
		                        		
		                        		
		                        		
		                        	
7.Value of cardiac MR in evaluating myocardial infarction with chronic mitral insufficiency
Chen ZHANG ; Lei ZHAO ; Xiaohai MA ; Enjun ZHU ; Lei XU ; Yike ZHAO ; Yongqiang LAI
Chinese Journal of Radiology 2019;53(12):1101-1106
		                        		
		                        			
		                        			Objective To evaluate the value of cardiac MR imaging in chronic ischemie mitral regurgitation (IMR) in patients with myocardial infarction. Methods All patients clinically diagnosed with coronary heart disease and myocardial infarction in our hospital from January 2016 to September 2018 were retrospectively selected, myocardial infarction time more than 3 months and confirmed to have necrotic myocardium by cardiac magnetic resonance examination. All patients underwent echocardiography at the same time. Based on the results of echocardiography, patients were divided into the myocardial infarction group without IMR (40 cases), the mild IMR group (39 cases) and the moderate to severe IMR group (51 cases). Cardiac MR and delayed enhancement (LGE) scan images were analyzed. Cardiac function indexes were measured and left ventricular LGE positive segments were recorded. The indexes of myocardial global longitudinal strain (GLS), global peripheral strain (GCS) and global radial strain (GRS) of left ventricle of IMR patients were measured by feature tracking(FT). Cardiovascular history, coronary artery stenosis and location of myocardial infarction were compared by chi?square test between the without IMR, mild IMR and moderate to severe IMR groups.Univariate analysis of variance was used to compare the measurement data of left ventricular myocardial infarction volume, left heart function and left ventricular myocardial globle strain, and LSD test was used for pair?wise comparison. Results There was no difference in age, sex and cardiovascular history among the three groups. Comparison of myocardial infarction patients in the three groups: (1) There was no statistically significant difference in the myocardial infarction volume between the three groups (P=0.052), while the myocardial infarction volume tended to increase as the grade of mitral regurgitation increased. The number of patients with myocardial infarction in the inferior wall and the inferolateral wall in the moderate to severe IMR group were significantly higher than those of the other two groups (P<0.05), and there was no significant difference in the volume of myocardial infarction between the without IMR group and mild IMR group, and no difference in the number of patients with inferior wall and inferolateral wall. (2) Cardiac function measured by CMR: ejection fraction (EF) was significantly reduced in the moderate to severe IMR group compared with the without IMR group and the mild IMR group (P<0.05), the end diastolic volume (EDV) increased significantly and the end systolic volume (ESV) increased significantly (P<0.05). Mass of myocardium increased significantly (P<0.05); Stroke volume (SV) and cardiac output (CO) there was no significant difference among the three groups. (3) Comparison of the moderate to severe IMR group to the without IMR group and the mild IMR group respectively: left ventricular GLS and GRS decreased (P<0.05), the difference of the GCS was no statistically significant. There was no statistical difference in the three strain values between the without IMR group and the mild IMR group. Conclusion The globe myocardial strain of the left ventricle in myocardial infarction patients with chronic moderate to severe IMR was significantly impaired, the myocardial infarction in the inferior wall and the inferolateral wall in the level of the papillary muscle may be correlated with chronic moderate to severe IMR, and the myocardial infarction volume of the left ventricle may also be related.
		                        		
		                        		
		                        		
		                        	
8. Value of cardiac MR in evaluating myocardial infarction with chronic mitral insufficiency
Chen ZHANG ; Lei ZHAO ; Xiaohai MA ; Enjun ZHU ; Lei XU ; Yike ZHAO ; Yongqiang LAI
Chinese Journal of Radiology 2019;53(12):1101-1106
		                        		
		                        			 Objective:
		                        			To evaluate the value of cardiac MR imaging in chronic ischemie mitral regurgitation (IMR) in patients with myocardial infarction.
		                        		
		                        			Methods:
		                        			All patients clinically diagnosed with coronary heart disease and myocardial infarction in our hospital from January 2016 to September 2018 were retrospectively selected, myocardial infarction time more than 3 months and confirmed to have necrotic myocardium by cardiac magnetic resonance examination. All patients underwent echocardiography at the same time. Based on the results of echocardiography, patients were divided into the myocardial infarction group without IMR (40 cases), the mild IMR group (39 cases) and the moderate to severe IMR group (51 cases). Cardiac MR and delayed enhancement (LGE) scan images were analyzed. Cardiac function indexes were measured and left ventricular LGE positive segments were recorded. The indexes of myocardial global longitudinal strain (GLS), global peripheral strain (GCS) and global radial strain (GRS) of left ventricle of IMR patients were measured by feature tracking(FT). Cardiovascular history, coronary artery stenosis and location of myocardial infarction were compared by chi-square test between the without IMR, mild IMR and moderate to severe IMR groups.Univariate analysis of variance was used to compare the measurement data of left ventricular myocardial infarction volume, left heart function and left ventricular myocardial globle strain, and LSD test was used for pair-wise comparison.
		                        		
		                        			Results:
		                        			There was no difference in age, sex and cardiovascular history among the three groups. Comparison of myocardial infarction patients in the three groups: (1) There was no statistically significant difference in the myocardial infarction volume between the three groups (
		                        		
		                        	
9.Autologous costal cartilage for nasal tip surgery: report of 86 cases
Antang LIU ; Yuxin QIAN ; Hao HU ; Wei MENG ; Yong XU ; Hui WANG ; Yingfan ZHANG ; Xiaohai ZHU ; Yaozhong ZHAO ; Hua JIANG
Chinese Journal of Medical Aesthetics and Cosmetology 2019;25(4):280-283
		                        		
		                        			
		                        			Objective To present our experience and techniques with the use of autologous costal cartilage grafts in Asian rhinoplasty,and to report the surgical results and complications in 86 consecutive rhinoplasty cases.Methods All operations were performed by the first author (Liu AT) with open approach,costal cartilages and perichondrium were used to reconstruct the nasal tip projection according to the tripod theory in rhinoplasty,after removing the previous injection material,L-shaped implant or hypertrophic scar tissue in the tip.Medical charts and operative records were reviewed retrospectively to summary the complications.Nasal dorsum augmentation was done by costal cartilage or I-shaped allograft,sometimes with anterior sheath of rectus abdominis.Patients' subjective satisfaction of the postoperative nasal appearance was self-evaluated with grading (1 worse,2 no change,3 improved,and 4 much improved).Results From September 2015 to March 2017,86 patients underwent rhinoplasty at our hospital.The postoperative follow-up duration was 6 to 20 months.Overall,functional and aesthetic outcome was satisfactory in most patients,and the mean score by the patients' self-evaluation was 3.3 ± 0.6.Graft exposure,mobility,or significant resorption,pneumothorax or significant donor-site pain were not observed.Conclusions Even with minimal complications and morbidities,autologous costal cartilage grafts in Asian rhinoplasty is a versatile and reliable graft material for nasal tip surgery in severe short or saddle nose,contracted nose due to previous L-shaped augmentation and revision rhinoplasty in which the septal cartilage has already been harvested.
		                        		
		                        		
		                        		
		                        	
10.Evaluation of pulmonary artery blood flow and right heart function using phase-contrast magnetic resonance imaging in elderly patients with chronic obstructive pulmonary disease
Chen ZHANG ; Hui CHEN ; Lei ZHAO ; Yao XIAO ; Guangfa ZHU ; Zhanming FAN ; Xiaohai MA
Chinese Journal of Geriatrics 2019;38(5):542-546
		                        		
		                        			
		                        			Objective To investigate the value of phase-contrast magnetic resonance imaging (PC-MRI)in evaluating pulmonary artery blood flow and right ventricular(RV)function in elderly patients with chronic obstructive pulmonary disease (COPD).Methods Twenty-four elderly patients with COPD admitted to Beijing Anzhen Hospital between February 2016 and June 2017 were enrolled in this retrospective study.Based on pulmonary artery pressure evaluated by right heart catheterization,COPD patients were divided into a pulmonary hypertension group (PH group,n =12)and a non-PH group(n=12).Pulmonary artery blood flow velocity and volume,pulmonary arterial compliance and right heart function parameters including ejection fraction,end diastolic volume,endsystolic volume and cardiac output,and 6-min walking distance evaluated by PC-MRI were compared between the two groups.Results There were significant differences in peak flow velocity[(88.1 ±16.0)cm/s vs.(59.8± 13.8) cm/s,P =0.005],flow volume [(80.7± 22.0) ml/s vs.(53.2± 26.7)ml/s,P=0.012],main pulmonary artery compliance[(42.3± 14.6)vs.(22.7± 10.8),P =0.001],right ventricular ejection fraction [(48.4 ± 13.4) % vs.(37.6 ± 11.1) %,P =0.000],end-diastolic volume[(64.6±22.5)ml vs.(72.5±22.8)ml,P =0.030]and end-systolic volume[(50.6±33.1)ml vs.(41.7±33.1)ml,P =0.040]between the non-PH and PH groups,while there was no significant difference in cardiac output between the non-PH and PH groups[(34.2±10.8)ml vs.(34.4±8.3)ml,P =0.080].Pearson's correlation analysis showed that 6-minute walking distance had good correlations with right ventricular ejection fraction(r =0.49),forced expiratory volume in 1 s(FEV1)(r=0.60)and main pulmonary artery diameter(r=0.61).Conclusions PC-MRI is a noninvasive imaging method for quantitative analysis of pulmonary artery dynamics and right heart function for the elderly with COPD,and it can provide information for evaluating therapeutic effects and prognosis.
		                        		
		                        		
		                        		
		                        	
            
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