Introduction: Drug repurposing provides a cost-effective strategy to re-use approved drugs
for new medical indications. Several machine learning (ML) and artificial intelligence (AI) …

Drug discovery and development is a complex and costly process. Machine learning
approaches are being investigated to help improve the effectiveness and speed of multiple …

Abstract WikiPathways (https://www. wikipathways. org) is a biological pathway database
known for its collaborative nature and open science approaches. With the core idea of the …

Over-representation analysis (ORA) is one of the commonest pathway analysis approaches
used for the functional interpretation of metabolomics datasets. Despite the widespread use …

As researchers are increasingly able to collect data on a large scale from multiple clinical
and omics modalities, multi-omics integration is becoming a critical component of …

Molecular interactions are key drivers of biological function. Providing interaction resources
to the research community is important since they allow functional interpretation and network …

Severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) infection results in the
development of a highly contagious respiratory ailment known as new coronavirus disease …

Abstract Sporadic Parkinson's Disease (sPD) is a progressive neurodegenerative disorder
caused by multiple genetic and environmental factors. Mitochondrial dysfunction is one …

Background Enrichment or over-representation analysis is a common method used in
bioinformatics studies of transcriptomics, metabolomics, and microbiome datasets. The key …

Parkinson's disease (PD) as a progressive neurodegenerative disorder arises from multiple
genetic and environmental factors. However, underlying pathological mechanisms remain …