Prioritization of biological processes based on the reconstruction and analysis of associative gene networks describing the response of plants to adverse environmental factors [PDF]
Methods for prioritizing or ranking candidate genes according to their importance based on specific criteria via the analysis of gene networks are widely used in biomedicine to search for genes associated with diseases and to predict biomarkers ...
P. S. Demenkov +3 more
doaj +2 more sources
Associative gene networks reveal novel candidates important for ADHD and dyslexia comorbidity [PDF]
Background Attention deficit hyperactivity disorder (ADHD) is commonly associated with developmental dyslexia (DD), which are both prevalent and complicated pediatric neurodevelopmental disorders that have a significant influence on children’s learning ...
HE Hongyao +7 more
doaj +2 more sources
Prioritization of genes involved in endothelial cell apoptosis by their implication in lymphedema using an analysis of associative gene networks with ANDSystem [PDF]
Background Currently, more than 150 million people worldwide suffer from lymphedema. It is a chronic progressive disease characterized by high-protein edema of various parts of the body due to defects in lymphatic drainage.
Olga V. Saik +6 more
doaj +2 more sources
Novel candidate genes important for asthma and hypertension comorbidity revealed from associative gene networks [PDF]
Background Hypertension and bronchial asthma are a major issue for people’s health. As of 2014, approximately one billion adults, or ~ 22% of the world population, have had hypertension.
Olga V. Saik +11 more
doaj +2 more sources
A new version of the ANDSystem tool for automatic extraction of knowledge from scientific publications with expanded functionality for reconstruction of associative gene networks by considering tissue-specific gene expression [PDF]
Background Consideration of tissue-specific gene expression in reconstruction and analysis of molecular genetic networks is necessary for a proper description of the processes occurring in a specified tissue.
Vladimir A. Ivanisenko +4 more
doaj +2 more sources
Prioritization of potential pharmacological targets for the development of anti-hepatocarcinoma drugs modulating the extrinsic apoptosis pathway: the reconstruction and analysis of associative gene networks help [PDF]
Hepatocellular carcinoma (HCC) is a common severe type of liver cancer characterized by an extremely aggressive course and low survival rates. It is known that disruptions in the regulation of apoptosis activation are some of the key features inherent in
P. S. Demenkov +9 more
doaj +2 more sources
Searching for biological processes as targets for rheumatoid arthritis targeted therapy with AND-System, an integrated software and information platform [PDF]
Rheumatoid arthritis (RA) is a systemic autoimmune disease characterized primarily by joint involvement with progressive destruction of cartilage and bone tissue.
E. L. Mishchenko +6 more
doaj +2 more sources
Evolution of associative learning in chemical networks.
Organisms that can learn about their environment and modify their behaviour appropriately during their lifetime are more likely to survive and reproduce than organisms that do not. While associative learning - the ability to detect correlated features of
Simon McGregor +3 more
doaj +3 more sources
Prediction of interactions between the SARS-CoV-2 ORF3a protein and small-molecule ligands using the AND-System cognitive platform, graph neural networks, and molecular [PDF]
In recent years, artificial intelligence methods based on the analysis of heterogeneous graphs of biomedical networks have become widely used for predicting molecular interactions.
T. V. Ivanisenko +3 more
doaj +2 more sources
Summary: Gene regulatory networks (GRNs) process important information in developmental biology and biomedicine. A key knowledge gap concerns how their responses change over time.
Surama Biswas +3 more
doaj +1 more source

