Code Monkey home page Code Monkey logo

transcistor-2.0's Introduction

Transcistor-2.0

Download and run the Python file on Command-Line. Currently, there are four parameters required for input:

  • Location of GENCODE File
  • Location of FANTOM Metadata file
  • Location of FANTOM/Other folder containing experimental data files corresponding to each lncrna
  • Location of output csv file

Run the following help command to see description and sequence of inputs (Please input location of Python file on your local system)

 python3 /Users/sanatmishra27/Desktop/GOLDLAB.py -h

Output

Screenshot 2021-05-24 at 9 47 27 AM

To run the entire programme with the appropriate arguments (Please input locations of files on your local system)-

python3 /Users/sanatmishra27/Documents/FINAL_GOLDLAB.py -g /Users/sanatmishra27/Downloads/GOLDLab/hum_gencode_v33\ \(1\).txt -meta /Users/sanatmishra27/Downloads/fantom6_metadata.txt -fantom /Users/sanatmishra27/Downloads/FANTOM -o /Users/sanatmishra27/Downloads/GOLDLab/

Filenames

The filename of each experiment should be the experiment id. For example, ASO_C0008586_03.txt
The folder containing these files needs to be specified as input while running the programme.

Meta Data Format

The metadata file must have the following columns -

File_Name  ENSEMBL  CHR  strand	 SYMBOL  TSS  SPECIES  ENTREZID  FILE_TYPE  PERTURBATION  DATASET

Filters

Only those genes which satisfy the following criteria are considered for evaluating the test-statistic:

  • Genes on the same chromosome as the knocked-down lncrna

Test-statistic

\begin{align*}
Test Stat &= \frac{1}{n} \sum_{i=1}^{n} \frac{1}{d_i^a} \\
\end{align*}
where

  • n = Number of genes that pass the filters
  • d = Distance of gene from UMLILO
  • a = Exponent (Set as 1)

Output Format

The format of the output csv file will be as follows - Screenshot 2021-05-23 at 5 18 57 PM

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.