scholarly journals Diagnosis of coronary heart diseases using gene expression profiling; stable coronary artery disease, cardiac ischemia with and without myocardial necrosis

2015 ◽  
Author(s):  
Nabila Kazmi ◽  
Tom Gaunt

AbstractCardiovascular disease including coronary artery disease and myocardial infarction is one of the leading causes of death in Europe, and is influenced by both environmental and genetic factors. With the advancements in genomic tools and technologies there is potential to predict and diagnose heart disease using molecular data from analysis of blood cells. We analyzed gene expression data from blood samples taken from normal people (n=21), non-significant coronary artery disease (n=93), patients with unstable angina (n=16), stable coronary artery disease (n=14) and myocardial infarction (MI; n=207). We used a feature selection approach to identify a set of gene expression variables which successfully differentiate different cardiovascular diseases. The initial features were discovered by fitting a linear model for each probe set across all arrays of normal individuals and patients with myocardial infarction. Three different feature optimisation algorithms were devised which identified two most discriminating sets of genes one using MI and normal controls (total genes=8) and another one using MI and unstable angina patients (total genes=17). The results proved the diagnostic robustness of the final feature sets in discriminating not only patients with myocardial infraction from healthy controls but also from patients with clinical symptoms of cardiac ischemia with myocardial necrosis and stable coronary artery disease despite the influence of batch effects and different microarray gene chips and platforms. selection approach to identify a set of gene expression variables which successfully differentiate different cardiovascular diseases. The initial features were discovered by fitting a linear model for each probe set across all arrays of normal individuals and patients with myocardial infarction. Three different feature optimisation algorithms were devised which identified two most discriminating sets of genes one using MI and normal controls (total genes=8) and another one using MI and unstable angina patients (total genes=17). The results proved the diagnostic robustness of the final feature sets in discriminating not only patients with myocardial infraction from healthy controls but also from patients with clinical symptoms of cardiac ischemia with myocardial necrosis and stable coronary artery disease despite the influence of batch effects and different microarray gene chips and platforms.

2021 ◽  
Vol 49 (6) ◽  
pp. 030006052110196
Author(s):  
Heyu Meng ◽  
Jianjun Ruan ◽  
Xiaomin Tian ◽  
Lihong Li ◽  
Weiwei Chen ◽  
...  

Objective This study aimed to investigate whether differential expression of the retinoic acid receptor-related orphan receptor A ( RORA) gene is related to occurrence of acute myocardial infarction (AMI). Methods This was a retrospective study. White blood cells of 93 patients with acute myocardial infarction and 74 patients with stable coronary artery disease were collected. Reverse transcription quantitative polymerase chain reaction and western blotting were used to measure RORA mRNA and protein expression, respectively. Results RORA mRNA expression levels in peripheral blood leukocytes in patients with AMI were 1.57 times higher than those in patients with stable coronary artery disease. Protein RORA levels in peripheral blood of patients with AMI were increased. Binary logistic regression analysis showed that high expression of RORA was an independent risk factor for AMI, and it increased the risk of AMI by 2.990 times. Conclusion RORA expression levels in patients with AMI is significantly higher than that in patients with stable coronary artery disease. High expression of RORA is related to AMI and it may be an independent risk factor for AMI.


Author(s):  
Tomonori Itoh ◽  
◽  
Hiromasa Otake ◽  
Takumi Kimura ◽  
Yoshiro Tsukiyama ◽  
...  

AbstractThe purpose of this study was to assess early and late vascular healing in response to bioresorbable-polymer sirolimus-eluting stents (BP-SESs) for the treatment of patients with ST-elevation myocardial infarction (STEMI) and stable coronary artery disease (CAD). A total of 106 patients with STEMI and 101 patients with stable-CAD were enrolled. Optical frequency-domain images were acquired at baseline, at 1- or 3-month follow-up, and at 12-month follow-up. In the STEMI and CAD cohorts, the percentage of uncovered struts (%US) was significantly and remarkably decreased during early two points and at 12-month (the STEMI cohort: 1-month: 18.75 ± 0.78%, 3-month: 10.19 ± 0.77%, 12-month: 1.80 ± 0.72%; p < 0.001, the CAD cohort: 1-month: 9.44 ± 0.78%, 3-month: 7.78 ± 0.78%, 12-month: 1.07 ± 0.73%; p < 0.001 respectively). The average peri-strut low-intensity area (PLIA) score in the STEMI cohort was significantly decreased during follow-up period (1.90 ± 1.14, 1.18 ± 1.25, and 1.01 ± 0.72; p ≤ 0.001), whereas the one in the CAD cohort was not significantly changed (0.89 ± 1.24, 0.67 ± 1.07, and 0.64 ± 0.72; p = 0.59). In comparison with both groups, differences of %US and PLIA score at early two points were almost disappeared or close at 12 months. The strut-coverage and healing processes in the early phase after BP-SES implantation were significantly improved in both cohorts, especially markedly in STEMI patients. At 1 year, qualitatively and quantitatively consistent neointimal coverage was achieved in both pathogenetic groups.


Circulation ◽  
2008 ◽  
Vol 118 (suppl_18) ◽  
Author(s):  
Mitsumasa Hirano ◽  
Takamitsu Nakamura ◽  
Yoshinobu Kitta ◽  
Isao Takishima ◽  
Aritaka Makino ◽  
...  

Single ultrasound assessment of either intima-media thickness (IMT) or plaque echolucency of carotid artery is considered a surrogate for systemic atherosclerotic burden and provides prognostic information for coronary events. The assessment of IMT and plaque echolucency of carotid artery has the advantage of obtaining structural and compositional information on atherosclerotic plaques in a single session. This study examined the hypothesis that the combined ultrasound assessment of IMT and echolucency in a carotid artery may have an additive effect on the prediction of coronary events in patients with coronary artery disease (CAD). Ultrasound assessment of carotid IMT and plaque echolucency with integrated backscatter (IBS) analysis (intima-media IBS value minus adventitia IBS) was performed in 411 patients with CAD and carotid plaques (IMT ≥ 1.1 mm). The plaque with the greatest axial thickness in carotid arteries was the target for measurement of maximum IMT (plaque-IMTmax) and echolucency (lower IBS reflects echolucent plaque). All patients were prospectively followed up for 70 months or until the occurrence of one of the following coronary events: cardiac death, nonfatal myocardial infarction, or unstable angina pectoris requiring revascularization. During follow-up, 49 coronary events occurred (cardiac death in 2, myocardial infarction in 10, unstable angina in 37). In a multivariate Cox hazards analysis, plaque-IMTmax and plaque echolucency (lower IBS value) were significant predictors of coronary events (HR; 1.82 and 0.85, 95% CI 1.2 – 2.9 and 0.80 – 0.91, respectively, both p < 0.01) independently of age, LDL-C levels, and diabetes. When outcomes were stratified according to plaque-IMTmax and plaque echolucency in combination or alone, the combination of plaque-IMTmax and plaque echolucency was the strongest predictor of events, followed by plaque echolucency and plaque-IMTmax, on the basis of the c -statistic (area under the ROC curve; 0.80, 0.73, and 0.71, respectively). Combined ultrasound assessment of IMT and echolucency of carotid plaque had an additive value on the prediction of coronary events, and these simultaneous ultrasound measurements may be useful for risk stratification in CAD.


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