Skip to main content

Python package for fragment manipulation for cfDNA

Project description

Cell-free DNA analysis toolkit

Build Status PyPI version

This is a Python package for easy and efficient cell-free DNA analysis.

All citations should reference to original paper.

Install

If you dont already have numpy and scipy installed, it is best to download Anaconda, a python distribution that has them included.

    https://continuum.io/downloads

Create environment and pip install:

    conda create -n cfdna python=3.11.3
	conda activate cfdna
	pip install cfdna==2.0.5

Dependencies can be installed by:

    pip install -r requirements.txt

PyPI install, presuming you have all its requirements installed:

    pip install cfdna

Usage

import cfdna as cf
import numpy as np

# Create data
cfdata = cf.cfDNA()
frags = cf.io.readBAM("test.bam")

# Call CNVs
cf.proc.call_cnv_pipline(cfdata, frags)

# Plot CNVs
cf.pl.plot_cnv(cfdata, "test.bam")

Run from the commadline:

    python -m cfdna callCNVs --bam test.bam --segs --genome hg19 --bin_size 100000

This will output a .png plot and seg file.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

cfdna-2.3.0.tar.gz (31.5 kB view details)

Uploaded Source

Built Distribution

cfdna-2.3.0-py3-none-any.whl (41.2 kB view details)

Uploaded Python 3

File details

Details for the file cfdna-2.3.0.tar.gz.

File metadata

  • Download URL: cfdna-2.3.0.tar.gz
  • Upload date:
  • Size: 31.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: poetry/1.7.1 CPython/3.11.3 Darwin/23.6.0

File hashes

Hashes for cfdna-2.3.0.tar.gz
Algorithm Hash digest
SHA256 92587a0b15d75cc2a149003f3b5303d8eb82d285303ae27aa3ee256370fb483a
MD5 0650f7901486603837443c0d2624527c
BLAKE2b-256 93359f2d0fa1230d6003377294e9d283286447530a5a9ea82cf8e404fcd101ea

See more details on using hashes here.

File details

Details for the file cfdna-2.3.0-py3-none-any.whl.

File metadata

  • Download URL: cfdna-2.3.0-py3-none-any.whl
  • Upload date:
  • Size: 41.2 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: poetry/1.7.1 CPython/3.11.3 Darwin/23.6.0

File hashes

Hashes for cfdna-2.3.0-py3-none-any.whl
Algorithm Hash digest
SHA256 df0dbc23b8305a6e66d058508ec6af64d642987d73fcd1dea57bc0bfa997a15b
MD5 f846bc10daa34879a45e250919a9794a
BLAKE2b-256 313ffb56fc1c03664a6eafb8029bcd5d9fed1a129bdd396b76c108c236408223

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page