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ALF_EVO_4 Upload IM-PET Nov 2, 2018
LiftOver_3 Upload IM-PET Nov 2, 2018
RF_5 Upload IM-PET Nov 2, 2018
Scripts Upload IM-PET Nov 2, 2018
SelectPromoter_1 Upload IM-PET Nov 2, 2018
weka-3-6-9 Upload IM-PET Nov 2, 2018 Upload IM-PET Nov 2, 2018 Update Apr 23, 2019


IM-PET Docker is now available at

I. Prerequisite Software for IM-PET:

To run IM-PET, following software are required, and the recommended versions are listed:
Perl v5.10.1 built for x86_64 Linux system
Java v1.6.0_45
Python v2.6.6.

IM-PET uses three third-party helper software, LiftOver, ALF v1.0, and Weka. We have included the executable files of LiftOver and ALF v1.0 in the package. Weka software package has been downloaded under IM-PET folder. To use Weka, users need to first set correct java class path by typing in:

export CLASSPATH=/path/to/weka.jar:$CLASSPATH

Before running IM-PET, users need to make sure that third-party software are runnable. To check this, one can type in the following command lines under the IM-PET folder:

./ALF_EVO_4/alf –h
java weka.classifiers.trees.RandomForest

II. Preparation of the input files

  1. A tab-delineate file indicate the enhancer positions. Format: [chr]\t[enhancer center position]\t[enhancer score]
  2. A tab-delineate file indicate the enhancer signals in genome-wide. Format: [chr]\t[position]\t[signal] *Above 2 files are the output files directly from CSI-ANN. CSI-ANN takes as input ChIP-Seq data of 3 histone modifications (H3K4me1, H3K4me3, H3K27ac) to predict tissue-specific enhancers. The input of CSI-ANN are bowtie aligned files.
  3. A tab-delineate file indicate the gene expression values. Format: [gene name]\t[expression value] *We recommend using Tophat and Cufflinks to process the RNA-Seq data.

A set of example files are included in the folder “INPUT_example”.

III. Usage:

perl -p [Path to IM-PET] -e [Enhancer positions] -s [Enhancer signals] -x [Expression] 
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