Coronary Artery Disease Testing: Past, Present, and Future

SERS spectroscopy with machine learning to analyze human plasma derived sEVs for coronary artery disease diagnosis and prognosis

Coronary artery disease (CAD) is one of the major cardiovascular diseases and represents the leading causes of global mortality. Developing new diagnostic and therapeutic approaches for CAD treatment are critically needed, especially for an early accurate CAD detection and further timely intervention. In this study, we successfully isolated human plasma small extracellular vesicles (sEVs) from four stages of CAD patients, that is, healthy control, stable plaque, non-ST-elevation myocardial infarction, and ST-elevation myocardial infarction. Surface-enhanced Raman scattering (SERS) measurement in conjunction with five machine learning approaches, including Quadratic Discriminant Analysis, Support Vector Machine (SVM), K-Nearest Neighbor, Artificial Neural network, were then applied for the classification and prediction of the sEV samples. Among these five approaches, the overall accuracy of SVM shows the best predication results on both early CAD detection (86.4%) and overall prediction (92.3%). SVM also possesses the highest sensitivity (97.69%) and specificity (95.7%). Thus, our study demonstrates a promising strategy for noninvasive, safe, and high accurate diagnosis for CAD early detection.

Cardiovascular Imaging in China: Yesterday, Today, and Tomorrow

The high prevalence and mortality of cardiovascular diseases in China's large population has increased the use of cardiovascular imaging for the assessment of conditions in recent years. In this study, we review the past 20 years of cardiovascular imaging in China, the increasingly important role played by cardiovascular computed tomography in coronary artery disease and pulmonary embolism assessment, magnetic resonance imaging's use for cardiomyopathy assessment, the development and application of artificial intelligence in cardiovascular imaging, and the future of Chinese cardiovascular imaging.

Stanford type B aortic dissection is more frequently associated with coronary artery atherosclerosis than type A

BACKGROUND

The relationship between aortic dissection and coronary artery disease is not clear. The purpose of this study was to clarify the difference in the rate of coronary artery atherosclerosis between Stanford type A and type B aortic dissection by reviewing our institutional database.

METHODS

One hundred and forty-five patients (78 males, 67 females; mean age: 60 ± 12 years) admitted to our hospital with acute aortic dissection who underwent coronary angiography during hospitalization from 2000 through 2002 were enrolled in this study. The background characteristics, coronary risk factors, and coronary angiography findings (number of significant stenoses, stenoses according to Bogaty standards, extent index) of patients were compared between type A (Group A; n = 71) and type B dissection (Group B; N = 74).

RESULTS

Significantly more patients had prior histories of complications from ischemic heart disease in Group B than in Group A (P = 0.04), with no significant differences in comparison to other risk factors observed except for hypertension. Significantly (p = 0.005) more stenoses were observed in Group B (1.54 ± 0.04) than in Group A (0.38 ± 0.1). A significantly higher (P < 0.05) index score indicating the severity of coronary atherosclerosis was observed in Group B (1.49 ± 0.09) than in Group A (0.72 ± 0.07).

CONCLUSIONS

Stanford type B acute aortic dissection was significantly more frequently associated with coronary artery atherosclerosis than type A.

Changes in inflammatory factors and prognosis of patients complicated with non-alcoholic fatty liver disease undergoing coronary artery bypass grafting

This study was designed to assess the relationship between changes in peripheral inflammatory factors of patients complicated with non-alcoholic fatty liver disease (NAFLD) undergoing coronary artery bypass grafting (CABG) before and after operation, and their prognosis. A total of 68 patients with stable angina pectoris treated in Xinjiang Hospital who underwent CABG at some point between August of 2013 and August of 2015 were enrolled in the study, and divided into the NAFLD group (n=31) and the non-NAFLD group (n=37) according to the presence of the condition or its absence. Peripheral blood was drawn from the patients before and at 24 h and 1 month after the operation, and the expression levels of high-sensitivity C-reactive protein (hsCRP), soluble CD40 ligand (sCD40L), intercellular adhesion molecule-1 (ICAM-1) and matrix metalloproteinase-9 (MMP-9) were measured via standard enzyme-linked immunosorbent assay. Our results showed the expression levels of hsCRP and sCD40L of patients in both groups reached a peak 24 h after operation; and there were statistically significant changes compared with the levels before the operation and at 1 month after operation (p<0.01). However, there were no statistically significant differences in the expression levels between the two groups (p>0.05). The expression levels of ICAM-1 at each time-point in both groups were increased after the operation, but the changes were not statistically significant (p>0.05). The expression levels of MMP-9 increased after the operation, and the levels at 1 month after operation were significantly higher than those before operation and at 24 h after the operation (p<0.01). Importantly, the expression levels of MMP-9 of patients in the NAFLD group at 1 month after operation were significantly higher than those of patients in the non-NAFLD group at the same time, and the differences were statistically significant (p<0.01). Finally, logistic regression analysis showed that the expression level of MMP-9 was an important influencing factor for cardiovascular events after CABG (OR=1.182, p<0.05). Based on our findings, the expression levels of inflammatory factors in peripheral blood in patients complicated with NAFLD undergoing CABG differ from those who are not complicated, and the MMP-9 levels may be closely related to the prognosis of patients complicated with NAFLD.