Large-scale DNA-based phenotypic recording and deep learning enable highly accurate sequence-function mapping

oleh: Simon Höllerer, Laetitia Papaxanthos, Anja Cathrin Gumpinger, Katrin Fischer, Christian Beisel, Karsten Borgwardt, Yaakov Benenson, Markus Jeschek

Format: Article
Diterbitkan: Nature Portfolio 2020-07-01

Deskripsi

Current methods to generate sequence-function data at large scale are either technically complex or limited to specific applications. Here the authors introduce DNA-based phenotypic recording to overcome these limitations and enable deep learning for accurate prediction of function from sequence.