[HTML][HTML] Network medicine approaches to the genetics of complex diseases

EK Silverman, J Loscalzo - Discovery medicine, 2012 - ncbi.nlm.nih.gov
Complex diseases are caused by perturbations of biological networks. Genetic analysis
approaches focused on individual genetic determinants are unlikely to characterize the …

Network medicine: a network-based approach to human disease

AL Barabási, N Gulbahce, J Loscalzo - Nature reviews genetics, 2011 - nature.com
Given the functional interdependencies between the molecular components in a human cell,
a disease is rarely a consequence of an abnormality in a single gene, but reflects the …

Human diseases through the lens of network biology

LI Furlong - Trends in genetics, 2013 - cell.com
One of the challenges raised by next generation sequencing (NGS) is the identification of
clinically relevant mutations among all the genetic variation found in an individual. Network …

Network biology bridges the gaps between quantitative genetics and multi-omics to map complex diseases

S Wu, D Chen, MP Snyder - Current Opinion in Chemical Biology, 2022 - Elsevier
With advances in high-throughput sequencing technologies, quantitative genetics
approaches have provided insights into genetic basis of many complex diseases. Emerging …

Network biology methods integrating biological data for translational science

G Bebek, M Koyutürk, ND Price… - Briefings in …, 2012 - academic.oup.com
The explosion of biomedical data, both on the genomic and proteomic side as well as
clinical data, will require complex integration and analysis to provide new molecular …

Molecular networks in Network Medicine: Development and applications

EK Silverman, HHHW Schmidt… - … Systems Biology and …, 2020 - Wiley Online Library
Network Medicine applies network science approaches to investigate disease
pathogenesis. Many different analytical methods have been used to infer relevant molecular …

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 …

Network biology concepts in complex disease comorbidities

JX Hu, CE Thomas, S Brunak - Nature Reviews Genetics, 2016 - nature.com
The co-occurrence of diseases can inform the underlying network biology of shared and
multifunctional genes and pathways. In addition, comorbidities help to elucidate the effects …

Genome-wide association studies and systems biology: together at last

M Ala-Korpela, AJ Kangas, M Inouye - Trends in genetics, 2011 - cell.com
Following the widespread use of genome-wide association studies to elucidate the genetic
architectures of complex phenotypes, there has been a push to augment existing …

[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 …