The application of big data to cardiovascular disease: paths to precision medicine

JA Leopold, BA Maron, J Loscalzo - The Journal of clinical …, 2020 - Am Soc Clin Investig
Advanced phenotyping of cardiovascular diseases has evolved with the application of high-
resolution omics screening to populations enrolled in large-scale observational and clinical …

Cardiovascular precision medicine in the genomics era

AM Dainis, EA Ashley - JACC: Basic to Translational Science, 2018 - jacc.org
Precision medicine strives to delineate disease using multiple data sources—from genomics
to digital health metrics—in order to be more precise and accurate in our diagnoses …

[HTML][HTML] 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 …

Phenomics and robust multiomics data for cardiovascular disease subtyping

E Maiorino, J Loscalzo - Arteriosclerosis, Thrombosis, and …, 2023 - Am Heart Assoc
The complex landscape of cardiovascular diseases encompasses a wide range of related
pathologies arising from diverse molecular mechanisms and exhibiting heterogeneous …

Network medicine in Cardiovascular Research

LY Lee, AK Pandey, BA Maron… - Cardiovascular …, 2021 - academic.oup.com
The ability to generate multi-omics data coupled with deeply characterizing the clinical
phenotype of individual patients promises to improve understanding of complex …

Emerging role of precision medicine in cardiovascular disease

JA Leopold, J Loscalzo - Circulation research, 2018 - Am Heart Assoc
Precision medicine is an integrative approach to cardiovascular disease prevention and
treatment that considers an individual's genetics, lifestyle, and exposures as determinants of …

Multiomics network medicine approaches to precision medicine and therapeutics in cardiovascular diseases

RS Wang, BA Maron, J Loscalzo - … , Thrombosis, and Vascular …, 2023 - Am Heart Assoc
Cardiovascular diseases (CVD) are the leading cause of death worldwide and display
complex phenotypic heterogeneity caused by many convergent processes, including …

Artificial intelligence and cardiovascular genetics

C Krittanawong, KW Johnson, E Choi, S Kaplin… - Life, 2022 - mdpi.com
Polygenic diseases, which are genetic disorders caused by the combined action of multiple
genes, pose unique and significant challenges for the diagnosis and management of …

Network medicine: a clinical approach for precision medicine and personalized therapy in coronary heart disease

T Infante, L Del Viscovo, ML De Rimini… - … of Atherosclerosis and …, 2020 - jstage.jst.go.jp
Early identification of coronary atherosclerotic pathogenic mechanisms is useful for
predicting the risk of coronary heart disease (CHD) and future cardiac events. Epigenome …

Enabling precision cardiology through multiscale biology and systems medicine

KW Johnson, K Shameer, BS Glicksberg… - Basic to Translational …, 2017 - jacc.org
The traditional paradigm of cardiovascular disease research derives insight from large-
scale, broadly inclusive clinical studies of well-characterized pathologies. These insights are …