Natural or synthetic? How Addgene’s dataset reveals trends in biological innovation
Type
Blog Post
Published
Nov. 8, 2018, 3:47 p.m.
...slight or large variations depending on how closely related these species are. If a gene was moved exactly ...exactly as is from one organism to a distantly related organism, the gene may not express well because of these...reference sequence database. Through a series of simulations and machine learning, they created a classifier...instances of rare codons, sometimes intentionally modulating expression in ways we don’t quite understand ...saw that a percent sequence identity below 85% correlates with synthetic sequences.
The researchers then...growing trend of sourcing genes from distantly related organisms. In 2006, less than 1% of the genes deposited...deposited at Addgene were synthetic. But nine years later, over 20% of the genes deposited that year were ...