Natural or synthetic? How Addgene’s dataset reveals trends in biological innovation
Type
Blog Post
Published
Nov. 8, 2018, 3:47 p.m.
...website in search of plasmids. Now, scientists are beginning to see Addgene as a large data set. Addgene has...database. Through a series of simulations and machine learning, they created a classifier that predicts whether...of 173 known synthetic and natural genes.
In designing and optimizing their algorithm, they found that...the genes deposited at Addgene were synthetic. But nine years later, over 20% of the genes deposited that...Nielsen, Alec AK, and Christopher A. Voigt. "Deep learning to predict the lab-of-origin of engineered DNA...