EPIC: software toolkit for elution profile-based inference of protein complexes.

Abstract:

:Protein complexes are key macromolecular machines of the cell, but their description remains incomplete. We and others previously reported an experimental strategy for global characterization of native protein assemblies based on chromatographic fractionation of biological extracts coupled to precision mass spectrometry analysis (chromatographic fractionation-mass spectrometry, CF-MS), but the resulting data are challenging to process and interpret. Here, we describe EPIC (elution profile-based inference of complexes), a software toolkit for automated scoring of large-scale CF-MS data to define high-confidence multi-component macromolecules from diverse biological specimens. As a case study, we used EPIC to map the global interactome of Caenorhabditis elegans, defining 612 putative worm protein complexes linked to diverse biological processes. These included novel subunits and assemblies unique to nematodes that we validated using orthogonal methods. The open source EPIC software is freely available as a Jupyter notebook packaged in a Docker container (https://hub.docker.com/r/baderlab/bio-epic/).

journal_name

Nat Methods

journal_title

Nature methods

authors

Hu LZ,Goebels F,Tan JH,Wolf E,Kuzmanov U,Wan C,Phanse S,Xu C,Schertzberg M,Fraser AG,Bader GD,Emili A

doi

10.1038/s41592-019-0461-4

subject

Has Abstract

pub_date

2019-08-01 00:00:00

pages

737-742

issue

8

eissn

1548-7091

issn

1548-7105

pii

10.1038/s41592-019-0461-4

journal_volume

16

pub_type

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