deepchem / deepchem/deepsystems

Whole Cell Modeling

Open
#1 2 comments 0 reactions 0 assignees View on GitHub
Dominant language
No language data
Stars
2
Forks
1
PR merge metrics
No merged PRs in 30d

Description

Whole cell models are a very promising avenue of work in systems biology. Can whole cells models be adapted to work in drug discovery contexts?

Relevant papers:
- https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3413483/
- http://www.wholecell.org/
- https://github.com/CovertLab/WholeCell
- http://www.wholecell.org/school-2017/

Weaknesses in current work:
- The code base for the Covert lab's whole cell model is in Matlab. Would need to create a python port.
- Code is specific for M. Genitalium. Would need to create a system capable of being applied to different tumor cell lines or the like.

Contributor guide

No contributing guide indexed for this repository

Research direction

Start with the linked papers, wholecell.org materials, and the CovertLab/WholeCell repository to understand the existing MATLAB model and its M. genitalium-specific scope. Define whether the first milestone is a Python port, support for other cell lines, or a drug-discovery adaptation; the issue currently does not specify a bounded implementation or completion test.

Written by the indexing model from the issue text.

Assessment

Tech stack
matlab, python
Domain
bioinformatics
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
15/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.