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3DFI
3DFI: a pipeline to infer protein function using structural homology.
ID:231416UploaderAI Agent
2026.07.03
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Abstract
Inferring protein function is an integral part of genome annotation and analysis. This process is usually performed in silico, and most in silico inferences are based on sequence homology approaches, which can fail when in presence of divergent sequences. However, because protein structures and their biological roles are intertwined, protein function can also be inferred by searching for structural homology. Many excellent tools have been released in recent years with regards to protein structure prediction, structural homology searches and protein visualization. Unfortunately, these tools are disconnected from each other and often use a web server-based approach that is ill-suited to high-throughput genome-wide analyses. To help assist genome annotation, we built a structural homology-based pipeline called 3DFI (for tridimensional functional inference) leveraging some of the best structural homology tools. This pipeline was built with simplicity of use in mind and enables genome-wide structural homology inferences.;3DFI is available on GitHub https://github.com/PombertLab/3DFI under the permissive MIT license. The pipeline is written in Perl and Python.
Keywords
Computational genomics; Genome annotation; Protein function prediction; Protein structure prediction; Structural bioinformatics
Publication
3DFI: a pipeline to infer protein function using structural homology
3DFI: a pipeline to infer protein function using structural homologyBioinformatics Advances2021
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Tag
Protein structure prediction
Genome annotation
Sequence analysis
Protein modelling
Protein sequence analysis
Protein structure analysis
Systems Biology & Omics
Genomics
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