deepchem / deepchem/deepsystems
Whole Cell Modeling
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- 2
- Forks
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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
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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