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A Bioinformatics Pipeline for Investigating Molecular Evolution and Gene Expression using RNA-seq
Published on: May 28, 2021
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multiPhATE: bioinformatics pipeline for functional annotation of phage isolates
Carol L Ecale Zhou1, Stephanie Malfatti1, Jeffrey Kimbrel1
1Global Security Computing Applications Division, Lawrence Livermore National Laboratory, Fort Detrick, MD, USA.
Bioinformatics (Oxford, England)
|May 16, 2019
Summary
We developed multiPhATE, an automated pipeline for high-throughput phage genome annotation. This tool improves gene calling and functional assignment for large-scale phage sequencing projects.
Area of Science:
- Bioinformatics
- Genomics
- Microbiology
Background:
- Phage annotation tools often lack scalability for high-throughput sequencing.
- Accurate functional assignment of phage genes is crucial for understanding phage biology and evolution.
Purpose of the Study:
- To develop an automated, scalable pipeline for high-throughput phage genome annotation.
- To improve the accuracy of gene calling and functional prediction in phage genomes.
Main Methods:
- Developed multiPhATE, a Python-based throughput pipeline driver invoking the PhAGE Annotation Toolkit and Evaluator (PhATE).
- Integrated a de novo phage gene calling algorithm and utilized phage-centric databases for functional assignment.
- Designed a modular pipeline allowing users to select specific analyses and local databases.
Main Results:
- Successfully demonstrated multiPhATE by annotating two novel *Yersinia pestis* phage genomes.
- The pipeline is adaptable for throughput sequencing projects, leveraging multi-processor implementation.
- multiPhATE provides comprehensive annotation, including de novo gene prediction and functional assignment.
Conclusions:
- multiPhATE offers an efficient and scalable solution for automated phage genome annotation.
- The tool enhances the analysis of large phage sequencing datasets, facilitating discoveries in phage biology.
- Open-source availability and modular design promote widespread adoption and customization.
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