GPSRdocker

GPSRdocker provides a Docker-based container that packages bioinformatics software and scripts for genomics, proteomics, and systems biology analyses.

Key Features:

• Integration of Web-Based Resources: Consolidates bioinformatics tools previously available as web services into a single Docker image.
• Categorization of Tools: Organizes tools into General Scripts (Perl and Python for computing protein features/descriptors), Supporting Software Packages (SCIKIT, WEKA, SVMlight, PSI-BLAST), and Major Standalone Software focused on protein annotation, epitope-based vaccine prediction, interaction prediction, and drug discovery.
• Cross-Platform Compatibility: Docker containerization enables deployment across different operating systems and cloud environments.
• Pipeline Development: Supplies scripts that can be composed into pipelines for system-level problems, exemplified by vaccine candidate prediction workflows.

Scientific Applications:

• Genomic and Proteomic Analyses: Provides a comprehensive suite of computational tools for feature computation and annotation in genomic and proteomic studies.
• Systems Biology: Integrates software that supports analysis of complex biological data for systems-level investigations.
• Drug Discovery and Vaccine Development: Enables prediction of biomolecular interactions, functional classification of biomolecules, and epitope-based vaccine candidate identification.

Methodology:

Uses Perl and Python scripts to compute protein features/descriptors; employs SCIKIT, WEKA, and SVMlight for machine-learning tasks; uses PSI-BLAST for sequence similarity searches; includes standalone prediction software for protein annotation, epitope-based vaccine prediction, interaction prediction, and drug discovery, all packaged within a Docker container.