Elucidating the Histone Deacetylase Gene Expression Signatures in Peripheral Blood Mononuclear Cells That Correlate Essential Cardiac Function and Aid in Classifying Coronary Artery Disease through a Logistic Regression Model.
K MonishaS MahemaM ChokkalingamSheikh Fayaz AhmadTalhah Bin EmranParamasivam PrabuShiek S S J AhmedPublished in: Biomedicines (2023)
A proinflammatory role of HDACs has been implicated in the pathogenesis of atherosclerosis as an emerging novel epigenetic diagnostic biomarker. However, its association with the clinical and cardiovascular function in coronary artery disease is largely unknown. The study aimed to profile the gene expression of HDAC1 - 11 in human peripheral blood mononuclear cells and to evaluate their influence on hematological, biochemical, and two-dimensional echocardiographic indices in CAD. The HDAC gene expression profiles were assessed in 62 angioproven CAD patients and compared with 62 healthy controls. Among the HDACs , upregulated HDACs 1,2 , 4 , 6 , 8 , 9 , and 11 were upregulated, and HDAC3 was downregulated, which was significantly ( p ≤ 0.05) linked with the hematological (basophils, lymphocytes, monocytes, and neutrophils), biochemical (LDL, HDL, and TGL), and echocardiographic parameters (cardiac function: biplane LVEF, GLS, MV E/A, IVRT, and PV S/D) in CAD. Furthermore, our constructed diagnostic model with the crucial HDACs establishes the most crucial HDACs in the classification of CAD from control with an excellent accuracy of 88.6%. Conclusively, our study has provided a novel perspective on the HDAC gene expression underlying cardiac function that is useful in developing molecular methods for CAD diagnosis.
Keyphrases
- coronary artery disease
- gene expression
- histone deacetylase
- dna methylation
- percutaneous coronary intervention
- coronary artery bypass grafting
- cardiovascular events
- ejection fraction
- genome wide
- end stage renal disease
- chronic kidney disease
- left ventricular
- pulmonary hypertension
- machine learning
- newly diagnosed
- cardiovascular disease
- endothelial cells
- mitral valve
- wastewater treatment
- immune response
- prognostic factors
- acute coronary syndrome
- type diabetes
- left atrial
- deep learning
- aortic valve
- atrial fibrillation