Model-driven generation of artificial yeast promoters

A small set of promoters is used for most genetic construct design in S. cerevisiae. Here, the authors develop a predictive model of promoter activity trained on a data set of over one million sequences and use it to design large sets of high-activity promoters.

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Bibliographic Details
Main Authors: Benjamin J. Kotopka, Christina D. Smolke
Format: article
Language:EN
Published: Nature Portfolio 2020
Subjects:
Q
Online Access:https://doaj.org/article/60f4d5679ca14b2e8e6f8ec1bb4c67b7
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Summary:A small set of promoters is used for most genetic construct design in S. cerevisiae. Here, the authors develop a predictive model of promoter activity trained on a data set of over one million sequences and use it to design large sets of high-activity promoters.