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Synthetic biology CAD software does exist, and works better than most people would expect, but of course are not at the level you are imagining yet.


Could you provide some resources/links please?


It's hard to summarize because there are about a dozen different categories of things that could reasonably considered "biological CAD" and often would all be used together in a single synthetic biology project.

For example: Retrobiosynthesis simulates biochemistry backwards, to find the steps necessary for a biological system to build something, usually a small molecule. Galaxy-SynBioCAD / Retropath would be one example: https://jfaulon.com/galaxy-synbiocad-portal/

Constraint based metabolic modeling models cellular metabolism, and lets you simulate adding and removing chemical reactions to a cell, and predict the outcomes. COBRApy would be one example software tool: https://opencobra.github.io/cobrapy/

Design editors for DNA plasmids, like the Teselagen design editor let you construct DNA sequences representing new biological capabilities to be added to an engineered cell, which can then be synthesized or constructed. Teselagen design module: https://teselagen.com/design-module/

Generative AI systems can 'hallucinate' functional proteins and DNA sequences that meet a design specification for function and/or shape. For example, GenerateBio's Chroma model can literally take a 3D file designed in a standard CAD program, and then automatically come up with an amino acid sequence that will fold into a protein with that exact 3D shape- and it actually works. https://github.com/generatebio/chroma

An emerging field is coupling all of these types of tools with predictive models to enable 'inverse design' where you create a spec of what you want, such as a material with some desired properties, and it will automatically suggest biological routes to it.




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