Giter Site home page Giter Site logo

slavovlab / pscope Goto Github PK

View Code? Open in Web Editor NEW
4.0 3.0 1.0 2.34 MB

Prioritized Mass Spectrometry Proteomics. Prioritized Single-Cell ProtEomics by Mass Spectrometry code associated with the pSCoPE manuscript.

Home Page: https://scp.slavovlab.net/pSCoPE

License: MIT License

R 100.00%
bioinformatics mass-spectrometry single-cell targeted-proteomics single-cell-analysis single-cell-proteomics

pscope's Introduction

pSCoPE

Prioritized Single-Cell ProtEomics by Mass Spectrometry

GitHub

DOI

workflow

Requirements

MaxQuant.live (v. 2.1) contains the prioritization feature applied in the pSCoPE manuscript. This tool is compatible with Thermo orbitrap instruments running Tune v. 2.9 and Microsoft .Net v. 4.7.2. An automated system compatibility assessment is available on the linked MaxQuant.Live website.

The code blocks in this repository for figure generation and inclusion list generation have been tested on R >= 4.0.2, OSX 10.14 / Windows 10. R can be downloaded from the main R Project page or downloaded with the RStudio Application.

Running

Publication figure generation

The minimal data needed for figure generation is available by following the "Download data" link above and downloading the figure_data.zip directory.

All publication figures can be generated separately by running either the PDAC_BMDM_technical_figure_generation_script.rmd file or the BMDM_bio_figure_generation_script.rmd file, respectively.

Inclusion-list generation

A prioritized inclusion list can generated from DIA data searched by Spectronaut using the prioritizedInclusionListGen.rmd file. A sample set of Spectronaut search results to use can be found in the sampleFiles directory.

MaxQuant.Live log files

Information from the MaxQuant.Live log files can be extracted using the MaxQuantLive_Log_Stats_Script.rmd file.

Limited FASTA

The limited FASTA files used for searching prioritized single-cell experiments were generated using the limited_FASTA_generation_script.rmd file.

FASTA including MEROPS-annotated peptides

FASTA files containing MEROPS-annotated proteolytic cleavage products can be generated via the MEROPS_FASTA_generation_script.rmd file.


The manuscript is freely available on bioRxiv: Huffman et al., 2022

Contact the authors by email: nslavov{at}northeastern.edu.

License

The pSCoPE code is distributed by an MIT license.

Contributing

Please feel free to contribute to this project by opening an issue or pull request.

pscope's People

Contributors

grayhuffman avatar nslavov avatar

Stargazers

 avatar  avatar  avatar

Watchers

 avatar  avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.