DNA analyser API wrapper tool for Jupiter notebooks.
Project description
DNA analyser IBP
Tool for creating Palindrome, P53predictor, and G4Hunter analysis. Work as API wrapper for IBP DNA analyzer API bioinformatics.ibp. Currently working with an instance of DNA analyser server running on http://bioinformatics.ibp.cz computational core but can be switched to the local instance of the server.
Getting Started
Prerequisites
python >= 3.6
Dependencies
- tenacity >= 6.1.0
- requests >= 2.20
- requests-toolbelt >= 0.9.1
- pyjwt >= 1.7.1
- pandas >= 0.23
- matplotlib >= 3.0.3
- tqdm >= 4.28
Changelog
Version 2.1.0 (2020-04-09)
Feature
- Retrying for key features
- Annotation overlay analysis
- NEW example project with g4hunter + annotation overlay analysis with commentary
Installing
To install test version from Pypi.
pipenv install dna-analyser-ibp
pip install dna-analyser-ibp
Quick start
DNA analyser uses pandas.Dataframe or pandas.Series. Firstly the user has to create Api object and login to API.
from DNA_analyser_IBP.api import Api API = Api(server='http://bioinformatics.ibp.cz:8888/api')
Enter your email example@example.cz Enter your password ········ User user@mendelu.cz logged in: 2019-03-27 19:46:56.661376
If DNA analyser API server not running on http://bioinformatics.ibp.cz then use this example to create Api object.
from DNA_analyser_IBP.api import Api API = Api(server='http://hostname:port/api')
Then upload NCBI sequence for example Homo sapiens chromosome 12 use.
API.sequence.ncbi_creator(circular= True, tags=['Homo','sapiens', 'chromosome'], name='Homo sapiens chromosome 12', ncbi_id='NC_000012.12')
To analyse NCBI sequence use g4hunter interface.
sapiens_sequence = API.sequence.load_all(tags='Homo') # get series with sapiens sequence # run g4hunter analyses with these params API.g4hunter.analyse_creator(sequence=sapiens_sequence, tags=['testovaci','Homo', 'sapiens'], threshold=1.4, window_size=30)
Last step to see results of g4hunter analysis.
sapiens = API.g4hunter.load_all(tags=['Homo']) # returns dataframe API.g4hunter.load_results(analyse=sapiens.iloc[0]) # iloc[0] to select row from dataframe
P53 / G4KILLER TOOL
To run simple tools using plain text input.
# implements g4killer algorithm for generating sequence with lower gscore API.g4killer.run(sequence='AATTATTTGGAAAGGGGGGGTTTTCCGA', threshold=0.5) # implements calculations of p53 binding predictor for 20 base pairs sequences API.p53.run(sequence='GGACATGCCCGGGCATGTCC')
Tests
To run tests only when downloaded directly from this repository.
pytest -v tests/
Authors
- Patrik Kaura - Main developer - patrikkaura
- Jan Kolomaznik - Supervisor - jankolomaznik
- Jiří Šťastný - Supervisor
License
This project is licensed under the GPL-3.0 License - see the LICENSE.md file for details.
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| Filename, size | File type | Python version | Upload date | Hashes |
|---|---|---|---|---|
| Filename, size dna_analyser_ibp-2.1.0.tar.gz (35.5 kB) | File type Source | Python version None | Upload date | Hashes View |
