Giter VIP home page Giter VIP logo

2024_gtex_smoking's Introduction

Companion Github Repository for the paper "The molecular impact of cigarette smoking resembles aging across tissues"

Getting the code

git clone https://github.com/Mele-Lab/2024_GTEx_Smoking.git

Software dependencies

Package Version Packages Version
edgeR 4.0.16 dplyr 1.1.4
optparse 1.7.5 limma 3.58.1
missMethyl 1.38.0 ggplot2 3.5.0
reshape2 1.4.4 caret 6.0-94
hier.part 1.0-6 sandwich 3.1-0
multcomp 1.4-25 lmtest 0.9-40

Running the code

Code to run differential gene expression analysis

/analysis/Expression_models.sh

Code to run differential splicing analysis

/analysis/Splicing_models.sh

Code to run differential methylation analysis

/analysis/Methylation_models.sh

Code to run enrichement analsyis on gene expresion results

/analysis/Enrichement_analysis.sh

All expected output is available as supplementary tables in the paper

2024_gtex_smoking's People

Contributors

jmiguelramirez avatar zroger49 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.