Systems biology in cardiovascular disease: a multiomics approach

A Joshi, M Rienks, K Theofilatos, M Mayr - Nature Reviews Cardiology, 2021 - nature.com
Omics techniques generate large, multidimensional data that are amenable to analysis by
new informatics approaches alongside conventional statistical methods. Systems theories …

Genetics of coronary artery disease in the post‐GWAS era

Z Chen, H Schunkert - Journal of Internal Medicine, 2021 - Wiley Online Library
During the past decade, genome‐wide association studies (GWAS) have transformed our
understanding of many heritable traits. Three recent large‐scale GWAS meta‐analyses now …

Multi-omics approaches for revealing the complexity of cardiovascular disease

S Doran, M Arif, S Lam, A Bayraktar… - Briefings in …, 2021 - academic.oup.com
The development and progression of cardiovascular disease (CVD) can mainly be attributed
to the narrowing of blood vessels caused by atherosclerosis and thrombosis, which induces …

Relevance of multi-omics studies in cardiovascular diseases

P Leon-Mimila, J Wang… - Frontiers in cardiovascular …, 2019 - frontiersin.org
Cardiovascular diseases are the leading cause of death around the world. Despite the
larger number of genes and loci identified, the precise mechanisms by which these genes …

Risk prediction of cardiovascular events by exploration of molecular data with explainable artificial intelligence

AM Westerlund, JS Hawe, M Heinig… - International Journal of …, 2021 - mdpi.com
Cardiovascular diseases (CVD) annually take almost 18 million lives worldwide. Most lethal
events occur months or years after the initial presentation. Indeed, many patients experience …

[HTML][HTML] The applications of deep learning algorithms on in silico druggable proteins identification

L Yu, L Xue, F Liu, Y Li, R Jing, J Luo - Journal of Advanced Research, 2022 - Elsevier
Introduction The top priority in drug development is to identify novel and effective drug
targets. In vitro assays are frequently used for this purpose; however, traditional …

Multitissue multiomics systems biology to dissect complex diseases

X Yang - Trends in molecular medicine, 2020 - cell.com
Most complex diseases involve genetic and environmental risk factors, engage multiple cells
and tissues, and follow a polygenic or omnigenic model depicting numerous genes …

Strengths and opportunities of network medicine in cardiovascular diseases

G Benincasa, R Marfella, N Della Mura… - Circulation …, 2020 - jstage.jst.go.jp
Network medicine can advance current medical practice by arising as response to the
limitations of a reductionist approach focusing on cardiovascular (CV) diseases as a direct …

Prioritization of causal genes for coronary artery disease based on cumulative evidence from experimental and in silico studies

AS Shadrina, TI Shashkova, AA Torgasheva… - Scientific reports, 2020 - nature.com
Genome-wide association studies have led to a significant progress in identification of
genomic loci affecting coronary artery disease (CAD) risk. However, revealing the causal …

Advances and Challenges for GWAS Analysis in Cardiac Diseases: A Focus on Coronary Artery Disease (CAD)

SU Khan, S Saeed, AM Alsuhaibani, S Fatima… - Current Problems in …, 2023 - Elsevier
The achievement of genome-wide association studies (GWAS) has rapidly progressed our
understanding of the etiology of coronary artery disease (CAD). It unlocks new strategies to …