Bioinformatics · 2023 · 12 citations · 11 references
Life SciencesBioinformaticsMolecular BiologyComputational BiologyGenomic Data AnalysisGenomicsGenomic Data VisualizationPhage DisplayBioinformatic Analysis PipelinesBioinformatic Pipeline DevelopmentBioinformatic PipelinesBioinformatics Pipeline DevelopmentEnrichmentMultidimensional ScalingNormalizationPipeline Architecture
SUMMARY: We present the phippery software suite for analyzing data from phage display methods that use immunoprecipitation and deep sequencing to capture antibody binding to peptides, often referred to as PhIP-Seq. It has three main components that can be used separately or in conjunction: (i) a Nextflow pipeline, phip-flow, to process raw sequencing data into a compact, multidimensional dataset format and allows for end-to-end automation of reproducible workflows. (ii) a Python API, phippery, which provides interfaces for tasks such as count normalization, enrichment calculation, multidimensional scaling, and more, and (iii) a Streamlit application, phip-viz, as an interactive interface for visualizing the data as a heatmap in a flexible manner. AVAILABILITY AND IMPLEMENTATION: All software packages are publicly available under the MIT License. The phip-flow pipeline: https://github.com/matsengrp/phip-flow. The phippery library: https://github.com/matsengrp/phippery. The phip-viz Streamlit application: https://github.com/matsengrp/phip-viz.
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