pannzer2

pannzer2 predicts functional descriptions (DE) and Gene Ontology (GO) classes for prokaryotic and eukaryotic protein sequences lacking experimental annotation to address annotation gaps arising from high-throughput sequencing.

Key Features:

• Functional Annotation: Predicts functional description (DE) and Gene Ontology (GO) classes for proteins without known function.
• High-Performance Homology Searches: Performs rapid sequence similarity searches using SANSparallel to enable bulk annotation from homologs.
• Multiple Scoring Functions: Produces GO annotations derived from multiple scoring functions to allow assessment of prediction robustness across predictors.
• Benchmark Performance: Ranked within the top 10 methods for molecular function and biological process in the CAFA2 NK-full benchmark.
• Regular Updates: Server databases and resources are updated monthly to incorporate recent data and improvements.

Scientific Applications:

• Functional Genomics: Identify novel protein functions and associate proteins with biological processes and molecular functions.
• Comparative Genomics: Annotate homologous proteins across species to support cross-species functional comparisons.
• Drug Discovery and Development: Support identification of potential drug targets by elucidating protein functions related to disease mechanisms.

Methodology:

Generates annotations by sequence similarity using SANSparallel high-performance homology searches and integrates multiple scoring functions to assign DE and GO terms.