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 …

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 …

Deciphering the molecular basis of human cardiovascular disease through network biology

SY Chan, K White, J Loscalzo - Current opinion in cardiology, 2012 - journals.lww.com
Deciphering the molecular basis of human cardiovascular dise... : Current Opinion in
Cardiology Deciphering the molecular basis of human cardiovascular disease through network …

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

RS Wang, BA Maron, J Loscalzo - Arteriosclerosis, thrombosis, and …, 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 …

The emerging paradigm of network medicine in the study of human disease

SY Chan, J Loscalzo - Circulation research, 2012 - Am Heart Assoc
The molecular pathways that govern human disease consist of molecular circuits that
coalesce into complex, overlapping networks. These network pathways are presumably …

[HTML][HTML] Connections for matters of the heart: network medicine in cardiovascular diseases

AR Sonawane, E Aikawa, M Aikawa - Frontiers in Cardiovascular …, 2022 - frontiersin.org
Cardiovascular diseases (CVD) are diverse disorders affecting the heart and vasculature in
millions of people worldwide. Like other fields, CVD research has benefitted from the deluge …

[HTML][HTML] Network medicine in the age of biomedical big data

AR Sonawane, ST Weiss, K Glass, A Sharma - Frontiers in Genetics, 2019 - frontiersin.org
Network medicine is an emerging area of research dealing with molecular and genetic
interactions, network biomarkers of disease, and therapeutic target discovery. Large-scale …

[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 …

The regulatory network architecture of cardiometabolic diseases

HHHW Schmidt, J Menche - Nature Genetics, 2022 - nature.com
Complex disease definitions often represent descriptive umbrella terms of symptoms rather
than mechanistic entities. A new study shows how network-based approaches can help …

[HTML][HTML] Network medicine in pathobiology

LYH Lee, J Loscalzo - The American Journal of Pathology, 2019 - Elsevier
The past decade has witnessed exponential growth in the generation of high-throughput
human data across almost all known dimensions of biological systems. The discipline of …