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Using machine learning approaches for multi-omics data analysis: A review
With the development of modern high-throughput omic measurement platforms, it has
become essential for biomedical studies to undertake an integrative (combined) approach to …
become essential for biomedical studies to undertake an integrative (combined) approach to …
Interpreting omics data with pathway enrichment analysis
Pathway enrichment analysis is indispensable for interpreting omics datasets and
generating hypotheses. However, the foundations of enrichment analysis remain elusive to …
generating hypotheses. However, the foundations of enrichment analysis remain elusive to …
pathfindR: an R package for comprehensive identification of enriched pathways in omics data through active subnetworks
Pathway analysis is often the first choice for studying the mechanisms underlying a
phenotype. However, conventional methods for pathway analysis do not take into account …
phenotype. However, conventional methods for pathway analysis do not take into account …
[HTML][HTML] Beyond PDE4 inhibition: A comprehensive review on downstream cAMP signaling in the central nervous system
Z Donders, IJ Skorupska, E Willems, F Mussen… - Biomedicine & …, 2024 - Elsevier
Cyclic adenosine monophosphate (cAMP) is a key second messenger that regulates signal
transduction pathways pivotal for numerous biological functions. Intracellular cAMP levels …
transduction pathways pivotal for numerous biological functions. Intracellular cAMP levels …
Omics of blood pressure and hypertension
DK Arnett, SA Claas - Circulation Research, 2018 - ahajournals.org
Essential hypertension is a common, complex disorder affecting≤ 1 billion adults globally.
Blood pressure is a highly heritable trait, with≤ 50% of the variation between individuals …
Blood pressure is a highly heritable trait, with≤ 50% of the variation between individuals …
Gel‐aided sample preparation (GASP)—A simplified method for gel‐assisted proteomic sample generation from protein extracts and intact cells
We describe a “gel‐assisted” proteomic sample preparation method for MS analysis.
Solubilized protein extracts or intact cells are copolymerized with acrylamide, facilitating …
Solubilized protein extracts or intact cells are copolymerized with acrylamide, facilitating …
Hot-spot analysis for drug discovery targeting protein-protein interactions
M Rosell, J Fernández-Recio - Expert opinion on drug discovery, 2018 - Taylor & Francis
Introduction: Protein-protein interactions are important for biological processes and
pathological situations, and are attractive targets for drug discovery. However, rational drug …
pathological situations, and are attractive targets for drug discovery. However, rational drug …
Fifteen years of gene set analysis for high-throughput genomic data: a review of statistical approaches and future challenges
Over the last decade, gene set analysis has become the first choice for gaining insights into
underlying complex biology of diseases through gene expression and gene association …
underlying complex biology of diseases through gene expression and gene association …
Nano-particle mediated inhibition of Parkinson's disease using computational biology approach
Parkinson's disease (PD) arises as neurodegenerative disorder and characterized by
progressive deterioration of motor functions due to forfeiture of dopamine-releasing neurons …
progressive deterioration of motor functions due to forfeiture of dopamine-releasing neurons …
From simple to complex: Protein‐based biomarker discovery in tuberculosis
Tuberculosis (TB) is a deadly infectious disease that affects millions of people globally. TB
proteomics signature discovery has been a rapidly growing area of research that aims to …
proteomics signature discovery has been a rapidly growing area of research that aims to …