Engineering by evolution
- Follow up : where to explore?
- Nature is the best engineer
- Genome is composed like heavenly music
- We are not making music we just make pieces and it will become music
- We dont understand seq to fxn
- Protein folding is not understood
- Evolution does it very well
- Algorithm to create or modify new forms of life to solve human problems
- Physically possible proteins
- We are looking at proteins relevant to biology only
- Small fractions
- Evolution is hard
- 450 aa protein with 20 aa types
- 20 to the power 450
- Directed evolution exploits smooth paths in fitness landscape
- Parent gene 10(15) via cells 10(7)select 10(4) if yes ---evolved gene repeat the process
- Favorite protein CYTOCHROME P450 selective insertion of O2 into unactivated C-H bonds at room temp
- Converts gas alkanes into alcohols
- Cytochrome p411
- Enz is highly evolvable
- Many beneficial muations are far from active sites
- Details matters they are important
- We dont understand the details
- Chimeras
- Chimeric Proteins fxnal if parental seq are similar
- Swattable elements of proteins
- Recombination is innovative
- Bacterial enzymes novel recombonation p450
- Linear regression
- Even can improve cellulase
Learn the rules pf the best designer: nature
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