The investigation of phenotypes in model organisms has the potential to reveal the molecular mechanisms underlying disease. The large-scale comparative analysis of phenotypes across species can reveal novel associations between genotypes and diseases. We use the PhenomeNET network of phenotypic similarity to suggest genotype--disease association, combine them with drug--gene associations available from the PharmGKB database, and infer novel associations between drugs and diseases. We evaluate and quantify our results based on our method's capability to reproduce known drug--disease associations. We find and discuss evidence that levonorgestrel, tretinoin and estradiol are associated with cystic fibrosis ($
Drug repositioning offers the possibility of faster development times and reduced risks in drug disc...
In the development of genome-wide databases of model organisms, non-traditional approaches to study ...
Abstract Genes act in concert with each other in specific contexts to perform their functions. Deter...
The investigation of phenotypes in model organisms has the potential to reveal the molecular mechani...
The molecular mechanisms that translate drug treatment into beneficial and unwanted effects are larg...
<div><p>The molecular mechanisms that translate drug treatment into beneficial and unwanted effects ...
Drug repositioning has been based largely on genomic signatures of drugs and diseases. One challenge...
AbstractPharmGKB is a leading resource of high quality pharmacogenomics data that provides informati...
The rapid accumulation of Genome Wide Association Studies (GWAS) and association studies of intermed...
Background: The incomplete understanding of disease causes and drug mechanisms of action often leads...
It used to be simple. Physicians observed patients, asked questions, examined them, and established ...
The use of genetic data can be of great benefit in drug development. When analysed with appropriate ...
Motivations. Interactions among genes together with their expression level determine a phenotype in ...
The growing number and variety of genetic network datasets increases the feasibility of understandin...
BACKGROUND: Drug repositioning offers the possibility of faster development times and reduced risks ...
Drug repositioning offers the possibility of faster development times and reduced risks in drug disc...
In the development of genome-wide databases of model organisms, non-traditional approaches to study ...
Abstract Genes act in concert with each other in specific contexts to perform their functions. Deter...
The investigation of phenotypes in model organisms has the potential to reveal the molecular mechani...
The molecular mechanisms that translate drug treatment into beneficial and unwanted effects are larg...
<div><p>The molecular mechanisms that translate drug treatment into beneficial and unwanted effects ...
Drug repositioning has been based largely on genomic signatures of drugs and diseases. One challenge...
AbstractPharmGKB is a leading resource of high quality pharmacogenomics data that provides informati...
The rapid accumulation of Genome Wide Association Studies (GWAS) and association studies of intermed...
Background: The incomplete understanding of disease causes and drug mechanisms of action often leads...
It used to be simple. Physicians observed patients, asked questions, examined them, and established ...
The use of genetic data can be of great benefit in drug development. When analysed with appropriate ...
Motivations. Interactions among genes together with their expression level determine a phenotype in ...
The growing number and variety of genetic network datasets increases the feasibility of understandin...
BACKGROUND: Drug repositioning offers the possibility of faster development times and reduced risks ...
Drug repositioning offers the possibility of faster development times and reduced risks in drug disc...
In the development of genome-wide databases of model organisms, non-traditional approaches to study ...
Abstract Genes act in concert with each other in specific contexts to perform their functions. Deter...