An integrated multi-omics approach to identify regulatory mechanisms in cancer metastatic processes
… We present here a comprehensive multi-omics approach to investigate the cis-regulatory
mechanisms underlying the biological processes marked by large-scale transcriptomic changes…
mechanisms underlying the biological processes marked by large-scale transcriptomic changes…
An integrated multi-omics approach identifies the landscape of interferon-α-mediated responses of human pancreatic beta cells
… In conclusion, we have applied a multi-omics approach to study the different levels of gene
regulation induced by IFNα in EndoC-βH1 cells and pancreatic human islets. This in vitro …
regulation induced by IFNα in EndoC-βH1 cells and pancreatic human islets. This in vitro …
A network-based cancer drug discovery: from integrated multi-omics approaches to precision medicine
… followed by integration of multi-omics data using various biological networks. Next, we
provide an opening into precise medicine and drug targeting based on network approaches. …
provide an opening into precise medicine and drug targeting based on network approaches. …
Integrated multi-omics approaches to improve classification of chronic kidney disease
S Eddy, LH Mariani, M Kretzler - Nature Reviews Nephrology, 2020 - nature.com
… Such studies have led to a subsequent increase in the number of integrative multi-omics
studies that have the potential to enhance our understanding of the molecular processes that …
studies that have the potential to enhance our understanding of the molecular processes that …
Multi-omics data integration, interpretation, and its application
I Subramanian, S Verma, S Kumar… - … and biology insights, 2020 - journals.sagepub.com
… Herein, we discuss in detail the tools and their methods that allow integration of multi-omics
data sets to address the various challenges related to disease and their mechanisms. The …
data sets to address the various challenges related to disease and their mechanisms. The …
Multi-omics approaches to disease
… on the integration of multiple types of omics data (“multi-omics” or … Second, we discuss general
frameworks for integration of omics … about the future directions of multi-omics approaches. …
frameworks for integration of omics … about the future directions of multi-omics approaches. …
An integrated multi-omics approach identifies epigenetic alterations associated with Alzheimer's disease
… Given the complexity of the aging and neurodegenerative processes, and their interrelation,
we performed a comprehensive multi-omics analysis of brains affected with AD versus the …
we performed a comprehensive multi-omics analysis of brains affected with AD versus the …
Integrative network fusion: a multi-omics approach in molecular profiling
… This work proposes multi-omics integration as an approach to identify robust biomarkers of
… Thus, each feature f i is associated to a consistency score, ranking all multi-omics features …
… Thus, each feature f i is associated to a consistency score, ranking all multi-omics features …
[HTML][HTML] Integrative multi-omics approaches in cancer research: from biological networks to clinical subtypes
YJ Heo, C Hwa, GH Lee, JM Park, JY An - Molecules and cells, 2021 - Elsevier
… concept of multi-omics approaches in … a multi-omics approach to uncover novel concepts
and properties. We also discuss some of the challenges connected to multi-omics approaches …
and properties. We also discuss some of the challenges connected to multi-omics approaches …
Integrative multi-omics approaches to explore immune cell functions: Challenges and opportunities
X Wang, D Fan, Y Yang, RC Gimple, S Zhou - IScience, 2023 - cell.com
… Derived from these multi-omics technologies, single cell sequencing analysis on … in
multi-omics tools to explore immune cell functions and applications of these multi-omics approaches …
multi-omics tools to explore immune cell functions and applications of these multi-omics approaches …
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