1.Coronary Computed Tomographic Angiography-Derived Radiomics Combing CT-Fractional Flow Reserve for Detecting Hemodynamically Significant Coronary Artery Disease.
Yan YI ; Cheng XU ; Wei WU ; Ying-Qian GE ; Ke-Ting XU ; Xian-Bo YU ; Yi-Ning WANG
Acta Academiae Medicinae Sinicae 2025;47(4):542-549
Objective To develop a diagnostic model combining the CT angiography(CCTA)-derived myocardial radiomics signatures with the CT-derived fractional flow reserve(CT-FFR)based on coronary CCTA and investigate the diagnostic accuracy of the hybrid model for hemodynamically significant coronary artery disease(CAD).Methods The patients presenting stable angina pectoris,diagnosed with CAD,and clinically referred for CCTA examination and invasive coronary angiography were prospectively recruited.Radiomics features of the left ventricular myocardium were extracted from the three main perfusion territories demarcated according to the coronary blood supply.The extracted features were first selected by the minimum redundancy maximum relevance feature ranking method.A least absolute shrinkage and selection operator Logistic regression algorithm with leave-one-out cross-validation was then employed to construct a radiomics model.The CT-FFR value was generated for each blood vessel.The area under the receiver operating characteristics curve(AUC_ROC),sensitivity,and specificity were adopted to evaluate the performance of each model against the reference standard invasive coronary angiography/FFR.Results A total of 70 patients[42 men and 28 women;(61±10) years old] were included in this study and complemented CCTA examination,with 175 vessels and the corresponding myocardial territories undergoing invasive coronary angiography/FFR.A total of 1 656 specific radiomics parameters were extracted,from which 14 features were selected to establish the radiomics model.The AUC_ROC,sensitivity,and specificity were 0.797(95%CI=0.732-0.861),77.1%,and 73.7%for the radiomics model,0.892(95%CI=0.841-0.943),81.4%,and 88.8%for the CT-FFR model,and 0.928(95%CI=0.890-0.965),83.3%,and 88.4%for the hybrid model,respectively.The hybrid model outperformed the radiomics model and CT-FFR alone(P=0.040).Conclusions The radiomics signatures of the vessel-related myocardium from CCTA could provide incremental value to the diagnostic performance of CT-FFR and improve vessel-specific ischemia detection.The hybrid model combining CT-FFR with radiomics signatures is potentially feasible for improving the diagnostic accuracy for hemodynamically significant CAD.
Coronary Angiography/methods*
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Tomography, X-Ray Computed
;
Humans
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Hemodynamics
;
Coronary Artery Disease/diagnostic imaging*
;
Male
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Female
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Middle Aged
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Aged
;
Radiomics
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Angina Pectoris/diagnostic imaging*
;
China
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Image Processing, Computer-Assisted
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Coronary Vessels/diagnostic imaging*
2.Clinical value of TDI combined with 2D-STI on evaluating the microcirculation dysfunction and left ventricular dysfunction in patients with non-obstructive coronary angina.
Ting Ting LIU ; Ming Yan DING ; Dan Dan SUN ; Wei JI ; Hui Hui ZHANG ; Ying LI ; Li Juan GUO ; Fang ZHU
Chinese Journal of Cardiology 2021;49(12):1191-1197
Objective: To explore the value of tissue Doppler imaging (TDI) combined with two-dimensional speckle tracking imaging (2D-STI) at rest on evaluating microcirculation dysfunction and left ventricular dysfunction in patients with angina and no obstructive coronary artery disease(ANOCA). Methods: This retrospective study recruited 78 ANOCA patients, who hospitalized in the People's Hospital of Liaoning Province from August 2019 to July 2021. These patients underwent conventional echocardiography examination, including TDI and 2D-STI, to evaluate the left ventricular dysfunction, and adenosine stress echocardiography (SE) to evaluate the coronary flow velocity reserve (CFVR). ANOCA patients were divided into coronary microcirculation dysfunction CMD group (CFVR<2) and control group (CFVR≥2) according to CFVR. Clinical data, routine echocardiographic parameters, TDI parameters including isovolumic contraction time (IVCT), isovolumic relaxation time (IVRT), ejection time (ET), and STI parameters including global longitudinal peak strain (GLS), time to peak (TTP); peak strain dispersion (PSD) were compared between the two groups. Binary logistic regression was used to analyze the risk factors of CMD and the predictive value of each parameter to construct a joint prediction model for the diagnosis of CMD in this patient cohort. Results: The mean age was (55.5±11.2) years, 43 (55%) patients were females in this patient cohort, 38 (49%) patienst were didvided into the CMD group and 40 (51%) into the control group. Age, prevalence of hypertension, diabetes, dyslipidemia, and smokers were significantly higher in the CMD group than in the control group (all P<0.05). Tei index was higher, IVCT and TTP were longer, PSD was higher, ET was shorter, and absolute GLS was lower in the CMD group than in the control group (all P<0.05). The results of logistic regression analysis showed that longer IVCT, higher Tei index, higher time to PSD and lower absolute GLS were the independent risk factors of CMD. The ROC curve revealed that the predicting efficacy on CMD was satisfactiory with the combined predictors: AUC=0.884, sensitivity of 82% and specificity of 80%. Conclusions: TDI combined with 2D-STI is associated with a good diagnostic value on the diagnosis of CMD and left ventricular dysfunction in patients with ANOCA, which provides a feasible non-invasive tool for the diagnosis of CMD and risk stratification of patients with ANOCA.
Adult
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Aged
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Angina Pectoris
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Blood Flow Velocity
;
Female
;
Humans
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Microcirculation
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Middle Aged
;
Retrospective Studies
;
Ventricular Dysfunction, Left/diagnostic imaging*
3.Ginkgo Biloba extract for angina pectoris: a systematic review.
Chinese journal of integrative medicine 2015;21(7):542-550
OBJECTIVETo evaluate the efficacy and safety of Ginkgo Biloba extract for patients with angina pectoris according to the available evidence.
METHODSElectronic databases were searched for all of the randomized controlled trials (RCTs) of angina pectoris treatments with Ginkgo Biloba extract, either alone or combined with routine Western medicine (RWM), and controlled by untreated, placebo, Chinese patent medicine, or RWM treatment. The RCTs were retrieved from the following electronic databases: PubMed/MEDLINE, ProQuest Health and Medical Complete, Springer, Elsevier, and ProQuest Dissertations and Theses, Wanfang Data, China National Knowledge Infrastructure (CNKI), VIP database, China Biology Medicine (CBM), Chinese Medical Citation Index (CMCI), from the earliest database records to December 2012. No language restriction was applied. Study selection, data extraction, quality assessment, and data analyses were conducted according to the Cochrane standards. RevMan 5.1.0 provided by Cochrane Collaboration The data were analysed by using.
RESULTSA total of 23 RCTs (involving 2,529 patients) were included and the methodological quality was evaluated as generally low. Ginkgo Biloba extract with RWM was more effective in angina relief and electrocardiogram improvement than RWM alone. Reported adverse events included epigastric discomfort, nausea, gastrointestinal reaction, and bitter taste.
CONCLUSIONSGinkgo Biloba extract may have beneficial effects on patients with angina pectoris, although the low quality of existing trials makes it difficult to draw a satisfactory conclusion. More rigorous, high quality clinical trials are needed to provide conclusive evidence.
Angina Pectoris ; diagnostic imaging ; drug therapy ; physiopathology ; Cardiac Output ; Clinical Trials as Topic ; Ginkgo biloba ; chemistry ; Humans ; Plant Extracts ; adverse effects ; therapeutic use ; Stroke Volume ; drug effects ; Ultrasonography
4.Plasma α1-antitrypsin: a neglected predictor of angiographic severity in patients with stable angina pectoris.
Hui ZHAO ; Hong LIU ; Lin CHAI ; Ping XU ; Lu HUA ; Xiao-Yuan GUAN ; Bing DUAN ; Yi-Ling HUANG ; Yi-Shi LI
Chinese Medical Journal 2015;128(6):755-761
BACKGROUNDAs an acute phase protein, α1-antitrypsin (AAT) has been extensively studied in acute coronary syndrome, but it is unclear whether a relationship exists between AAT and stable angina pectoris (SAP). The purpose of the present study was to investigate the association between AAT plasma levels and SAP.
METHODSOverall, 103 SAP patients diagnosed by coronary angiography and clinical manifestations and 118 control subjects matched for age and gender were enrolled in this case-control study. Plasma levels of AAT, high-sensitivity C-reactive protein (hsCRP), lipid profiles and other clinical parameters were assayed for all participants. The severity of coronary lesions was evaluated based on the Gensini score (GS) assessed by coronary angiography.
RESULTSPositively correlated with the GS (r = 0.564, P < 0.001), the plasma AAT level in the SAP group was significantly higher than that in the control group (142.08 ± 19.61 mg/dl vs. 125.50 ± 19.67 mg/dl, P < 0.001). The plasma AAT level was an independent predictor for both SAP (odds ratio [OR] = 1.037, 95% confidence interval [CI]: 1.020-1.054, P < 0.001) and a high GS (OR = 1.087, 95% CI: 1.051-1.124, P < 0.001) in a multivariate logistic regression model. In the receiver operating characteristic curve analysis, plasma AAT level was found to have a larger area under the curve (AUC) for predicting a high GS (AUC = 0.858, 95% CI: 0.788-0.929, P < 0.001) than that of hsCRP (AUC = 0.665, 95% CI: 0.557-0.773, P = 0.006; Z = 2.9363, P < 0.001), with an optimal cut-off value of 137.85 mg/dl (sensitivity: 94.3%, specificity: 68.2%).
CONCLUSIONSPlasma AAT levels correlate with both the presence and severity of coronary stenosis in patients with SAP, suggesting that it could be a potential predictive marker of severe stenosis in SAP patients.
Adult ; Aged ; Angina Pectoris ; blood ; diagnostic imaging ; Angina, Stable ; blood ; diagnostic imaging ; Case-Control Studies ; Coronary Angiography ; Female ; Humans ; Male ; Middle Aged ; alpha 1-Antitrypsin ; blood
5.A multi-center randomized double-blind placebo-controlled trial of Xiongshao Capsule in preventing restenosis after percutaneous coronary intervention: a subgroup analysis of senile patients.
Qing-hua SHANG ; Hao XU ; Xiao-yan LU ; Chuan WEN ; Da-zhuo SHI ; Ke-ji CHEN
Chinese journal of integrative medicine 2011;17(9):669-674
OBJECTIVETo evaluate the safety and efficacy of Xiongshao Capsule (XS), consisting of Chuangxiongol and paeoniflorin, in preventing restenosis after percutaneous coronary intervention (PCI) in senile coronary heart disease (CHD) patients.
METHODSA multi-center, randomized, double-blind, placebo-controlled trial was conducted. A total of 335 CHD patients were randomly assigned to treatment with oral administration of XS, or a placebo for 6 months after successful PCI. A clinical follow-up was performed at 1, 3 and 6 months after PCI and an angiographic follow-up was scheduled at 6 months. The primary endpoint was angiographic restenosis defined as a luminal stenosis ≥ 50% in follow-up. The secondary endpoints were combined incidence of death, target lesion nonfatal myocardial infarction, repeat target-vessel angioplasty, and coronary artery bypass graft surgery (CABG). The follow-up for the above clinical endpoint events was continued to 1 year after PCI.
RESULTSThe subgroup analysis of 152 senile patients (68 cases angiographic follow-up) showed that the restenosis rates tended to reduce in the XS group as compared with that in the placebo group (24.32% vs. 38.71%, P > 0.05), and the minimum lumen diameter (MLD) significantly increased in the follow-up (2.15 ± 0.84 for XS vs. 1.73 ± 0.91 for placebo, P < 0.05). The incidence of recurrent angina at 3 and 6 months after PCI was also significantly reduced in the XS group (4.11% and 12.33%) as compared with those in the placebo group (17.72% and 43.04%), but there was no significant difference in the combined incidence of clinical outcomes (6.85% in the XS group vs. 11.39% in the placebo group, P > 0.05). No significant adverse reactions occurred within the 6-month follow-up period in the XS group.
CONCLUSIONAdministration of XS in addition to standardized Western medication for 6 months is demonstrated to be safe and effective in reducing post-PCI recurrent angina and inhibiting luminal restenosis after PCI in senile CHD patients.
Aged ; Angina Pectoris ; complications ; diagnostic imaging ; epidemiology ; Angioplasty, Balloon, Coronary ; adverse effects ; Capsules ; China ; epidemiology ; Coronary Angiography ; Coronary Restenosis ; diagnostic imaging ; drug therapy ; etiology ; prevention & control ; Double-Blind Method ; Drugs, Chinese Herbal ; adverse effects ; therapeutic use ; Endpoint Determination ; Female ; Humans ; Male ; Placebos ; Recurrence
6.Relationship between coronary artery remodeling and cumulative incidence of coronary angiographic lesions with vulnerable characteristics in patients with stable angina pectoris.
Ling SUN ; Shu-Zheng LÜ ; Ze-Ning JIN ; Xian-Tao SONG
Chinese Medical Journal 2010;123(7):871-876
BACKGROUNDDevelopment of vulnerable lesions is not limited to the target lesions, but a pan-coronary process. Such lesions are identified by positive remodeling (intravascular ultrasound (IVUS) and complex lesions (angiography)). The prevalence of lesions with vulnerable characteristics in patients with stable angina was not well known. The purpose of the present study was to evaluate the relationship between coronary artery remodeling and incidence of angiographic complex lesions and its calcification in stable angina patients.
METHODSOne hundred and sixty-one stable angina patients (95 males, aged (68 +/- 11) years) with 161 de novo target lesions were studied using pre-interventional IVUS. Remodeling index was defined as the lesion divided by reference vessel area; positive remodeling was defined as remodeling index > 1.05. Besides the 161 target lesions, there were 613 angiographic lesions with > 30% diameter stenoses, classified as complex or smooth. Multiple complexes were defined as more than one complex lesion in one patient. Stenoses of at least 70% were described as tight. Calcium arc area was used as a new method to quantify coronary calcification.
RESULTSFifty-six patients had positive remodeling target lesion, while 105 did not. The overall number of lesions with a diameter stenoses > 30% was similar in patients with or without positive remodeling, and the frequency of angiographically complex lesions was higher in positive remodeling patients, especially at non-target site. Calcium arc area was smaller in patients with positive remodeling.
CONCLUSIONSPositive remodeling on intravascular ultrasound was associated with more complex lesions angiographic findings, especially at non target site. Positive remodeling was found less calcified in patients with stable angina.
Aged ; Aged, 80 and over ; Angina Pectoris ; diagnostic imaging ; pathology ; Coronary Angiography ; Coronary Artery Disease ; diagnostic imaging ; pathology ; Coronary Vessels ; pathology ; Female ; Humans ; Male ; Middle Aged ; Ventricular Remodeling ; physiology
7.Relationship between serum vasoactive factors and plaque morphology in patients with non-ST-segment elevated acute coronary syndrome.
Ya-feng LU ; Shu-zheng LÜ ; Yun-dai CHEN
Chinese Medical Journal 2010;123(2):193-197
BACKGROUNDVasoactive factors have been reported to correlate with vulnerable plaque and acute coronary syndrome (ACS). This study aimed to investigate the relationship between vasoactive factors and plaque morphology in patients suffering from non-ST-segment elevated ACS.
METHODSFrom April 2007 to April 2009, 124 consecutive patients suffering from non-ST-segment elevated ACS who had received coronary angiography (CAG) and intravascular ultrasound (IVUS) in the People's Liberation Army General Hospital and Beijing Anzhen Hospital were enrolled in this study. Three serum vasoactive factors, plasma soluble vascular endothelial growth factor receptor-1 (sFlt-1), placental growth factor (PLGF) and interleukin-18 (IL-18), were measured by enzyme-linked-immunosorbent serologic assay of the patients. The levels of vasoactive factors were compared between vulnerable plaque group and stable plaque group, and between unstable angina pectoris (UAP) group and non-ST-segment elevation acute myocardial infarction (NSTE-AMI) group. The relationship between the plaque morphology and levels of vasoactive factors was analyzed.
RESULTSThe levels of vasoactive factors were similar between the UAP group (69 patients) and NSTE-AMI group (55 patients). The levels of sFlt-1 and PLGF in the vulnerable plaque group were significantly higher than those in the stable plaque group. The level of IL-18 was correlated positively with plaque morphology. Multivariate Logistic regression analysis showed that the level of PLGF was an independent risk factor for vulnerable plaque (OR=2.115, 95% CI 1.415-5.758, P=0.018). Using the ROC curve, PLGF was a significant factor for the diagnosis of vulnerable plaque (the diagnostic point was 26.3 ng/L, the proportion of square area under the ROC curve was 0.799, 95%CI 0.758-0.839, P<0.001; the sensitivity of PLGF under the ROC curve was 86%, and the specificity 63%).
CONCLUSIONBoth IL-18 and PLGF are biomarkers for vulnerable plaques and helpful to predict vulnerable plaque.
Acute Coronary Syndrome ; blood ; diagnostic imaging ; Aged ; Angina Pectoris ; blood ; diagnostic imaging ; Angina, Unstable ; blood ; diagnostic imaging ; Coronary Angiography ; Female ; Humans ; Interleukin-18 ; blood ; Male ; Middle Aged ; Placenta Growth Factor ; Pregnancy Proteins ; blood ; Ultrasonography, Interventional ; Vascular Endothelial Growth Factor Receptor-1 ; blood
8.Coronary plaque characterization of nonculprit or nontarget lesions assessed by analysis of in vivo intracoronary ultrasound radio-frequency data.
Hui-Liang LIU ; Jiao ZHANG ; Dong-Xing MA ; Jian-Ping LUO ; Sheng-Li YANG ; Wei HAN ; Ying LIU ; Li-Min JING ; Rong-Ying MENG
Chinese Medical Journal 2009;122(6):622-626
BACKGROUNDUnheralded sudden death and acute myocardial infarction are common manifestations of coronary atherosclerosis. Such events are related to thrombotic occlusion at the site of non-flow limiting atherosclerotic plaques in epicardial coronary arteries. This study aimed to assess plaque characterization of nonculprit lesions in patients with acute coronary syndrome (ACS) compared with those with stable angina pectoris (SAP) determined by analysis of intravascular ultrasound (IVUS) radiofrequency (RF) data.
METHODSIn 81 patients, nonculprit vessels with < 50% diameter stenosis and nontarget segment of culprit vessels with < 50% diameter stenosis were studied with IVUS. Tissue maps were reconstructed from RF data using IVUS-Virtual Histology software.
RESULTSMean lipid core percentage was significantly higher in patients with ACS than in those with SAP ((25.78 +/- 6.30)% vs (9.11 +/- 4.90)%, P < 0.001). In addition, patients with SAP showed more fibrotic vessels ((59.66 +/- 16.87)% vs (49.07 +/- 10.20)%, P < 0.001). There was no significant difference in either mean calcium ((4.37 +/- 2.40)% vs (5.12 +/- 3.00)%, P = 0.225) or fibrolipid ((24.94 +/- 9.40)% vs (25.82 +/- 13.60)%, P = 0.731) percentages in nonculprit vessels, but the mean calcium percentage was significantly higher in nontarget lesions of culprit vessels ((5.51 +/- 3.29)% vs (3.57 +/- 2.10)%, P = 0.003). In addition, there was a positive correlation between lipid core and remodeling index (RI) (r = 0.847, P < 0.001) and a negative correlation between fibrous tissue and RI (r = -0.946, P < 0.001).
CONCLUSIONSIn this study, in both nonculprit vessels and nontarget lesion of culprit vessels, plaque characterization of nonculprit lesions determined by spectral analysis of IVUS RF data was significantly different in patients with ACS. The percentage of lipid core was significantly higher in patients with ACS than in those with SAP. Conversely, SAP patients showed more fibrotic content. In vivo plaque composition and morphological changes were related to remodeling of the coronary artery tree.
Acute Coronary Syndrome ; diagnostic imaging ; pathology ; Adult ; Aged ; Aged, 80 and over ; Angina Pectoris ; diagnostic imaging ; pathology ; Atherosclerosis ; diagnostic imaging ; pathology ; Female ; Humans ; Male ; Middle Aged ; Ultrasonography, Interventional ; methods ; Young Adult
10.Relationship among soluble CD105, hypersensitive C-reactive protein and coronary plaque morphology: an intravascular ultrasound study.
Song CUI ; Shu-zheng LÜ ; Yun-dai CHEN ; Guo-xiang HE ; Li-jun MENG ; Jian-ping LIU ; Zhi-yuan SONG ; Xian-liang LIU ; Xian-tao SONG ; Chang-jiang GE ; Hong LIU
Chinese Medical Journal 2008;121(2):128-132
BACKGROUNDRupture of unstable plaque with subsequent thrombus formation is the common pathophysiological substrate of acute coronary syndrome (ACS). It is of potential significance to explore the blood indexes predicting plaque characteristics. We investigated the relationship among soluble CD105, hypersensitive C-reactive protein (hs-CRP), and coronary plaque morphology.
METHODSA clinical study from April 2004 to December 2006 was conducted in 130 patients who were divided into 3 groups: 56 patients (43.1%) in stable angina (SA) group, 52 patients (40.0%) in unstable angina (UA) group and 22 patients (16.9%) in acute myocardial infarction group. The concentrations of soluble CD105 and hs-CRP were measured in all of the patients by cardioangiography (CAG). Plasma samples of arterial blood were collected prior to the procedure. The levels of soluble CD105 and hs-CRP were measured by enzyme-linked immunosorbent assay (ELISA).
RESULTSUnstable and ruptured plaque was found more frequently in patients with acute myocardial infarction and UA. External elastic membrane cross-sectional area (EEM CSA), plaque area, lipid pool area and plaque burden were significantly larger in the ruptured and unstable plaque group. Positive remodeling, thinner fabric-cap, smaller minimal lumen cross-sectional area (MLA), dissection and thrombus were significantly more frequent in the ruptured and unstable plaque group. Remodeling index (RI) was positively correlated with the levels of soluble CD105 in the UA group (r = 0.628, P < 0.01) and the acute myocardial infarction group (r = 0.639, P < 0.01). The levels of soluble CD105 and hs-CRP were higher in the ruptured plaque group. Soluble CD105 > 4.3 ng/ml was used to predict ruptured plaque with a receiver operating characteristic (ROC) curve area of 0.77 (95% confidence interval (CI), 66.8% - 87.2%), a sensitivity of 72.8%, a specificity of 78.0% and an accuracy of 70.2% (P < 0.01), similarly for hs-CRP > 5.0 mg/ml with a ROC curve area of 0.70 (95% CI, 59.2% - 80.2%), a sensitivity of 70.2%, a specificity of 76.2% and an accuracy of 67.2% (P < 0.01).
CONCLUSIONSThe plaque characteristics correlate with the clinical presentation. The elevation of soluble CD105 and hs-CRP is related to the plaque instability and rupture.
Aged ; Angina Pectoris ; blood ; pathology ; Antigens, CD ; blood ; C-Reactive Protein ; analysis ; Coronary Vessels ; diagnostic imaging ; pathology ; Endoglin ; Female ; Humans ; Male ; Middle Aged ; Myocardial Infarction ; blood ; pathology ; Receptors, Cell Surface ; blood ; Ultrasonography, Interventional ; methods

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