https://github.com/bigpaul97/ccle

https://github.com/bigpaul97/ccle

Science Score: 36.0%

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  • Host: GitHub
  • Owner: bigpaul97
  • Language: MATLAB
  • Default Branch: main
  • Size: 4.24 MB
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Created over 2 years ago · Last pushed about 2 years ago
Metadata Files
Readme

README.md

Conserved-current loop extrusion (CCLE)

This repository contains all the necessary codes for running the CCLE simulation, carrying out experiment-simulation Hi-C comparison, and calculating various metrics for goodness-of-fit.

To cite the code: DOI

CCLE_main:

This folder comprehensively contains the codes for the CCLE simulation program. The main code for running the simulation is named "CCLE_main.m".

The only input file is the file of ChIP-seq data of the protein of interest.

The most important output of the program are (1) the simulated Hi-C map, named "hmap", (2) the simulated loop anchor positions, named "lsitestraj" (for left anchors) and "rsitestraj" (for right anchors), and (3) time series, named "ts_traj".

Please refer to the comments in the "CCLE_main.m" file for more details about parameter adjustment or explanation.

This folder also contains subfolders with the yeast ChIP-seq data used in the paper.

HiCcompareexp_sim:

This folder contains the codes that generate Hi-C map comparison between the experimental and the simulated Hi-C.

The main code to run is named "HiCcompareexp_sim.m".

Please read the comments in the main code file for more instructions.

HiCcompareexp_exp:

This folder contains the codes that generate Hi-C map comparison between two experimental Hi-C maps.

The main code to run is named "HiCcompareexp_exp.m".

Please read the comments in the main code file for more instructions.

ChIP-seq_correlation:

This folder contains the program that generates the ChIP-seq correlation plots.

Please read to the comments in the file "chipseq_correlation" for more instructions.

Hi-C expeiments:

This folder contains a few examples of the experimental Hi-C maps used in the paper.

These example experimental Hi-C can be used as tests or templates.

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