Automation and machine learning drive rapid optimization of isoprenol production in Pseudomonas putida
Year: 2025
Type: article
Language: en
Topic: Microbial Metabolic Engineering and Bioproduction
Authors and affiliations:
raw_author_name: David N. Carruthers
raw_affiliation_strings: Biological Systems & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
Joint BioEnergy Institute, Emeryville, CA, USA
raw_author_name: Patrick C. Kinnunen
raw_affiliation_strings: Biological Systems & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
Joint BioEnergy Institute, Emeryville, CA, USA
raw_author_name: Yuerong Li
raw_affiliation_strings: Joint BioEnergy Institute, Emeryville, CA, USA
Lawrence Livermore National Laboratory, Livermore, CA, USA
Biological Systems & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
raw_author_name: Yan Chen
raw_affiliation_strings: Biological Systems & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
Joint BioEnergy Institute, Emeryville, CA, USA
raw_author_name: Jennifer W. Gin
raw_affiliation_strings: Biological Systems & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
Joint BioEnergy Institute, Emeryville, CA, USA
raw_author_name: Ian S. Yunus
raw_affiliation_strings: Biological Systems & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
Joint BioEnergy Institute, Emeryville, CA, USA
raw_author_name: William R. Galliard
raw_affiliation_strings: Joint BioEnergy Institute, Emeryville, CA, USA
Sandia National Laboratories, Livermore, CA, USA
Biological Systems & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
raw_author_name: Stephen Tan
raw_affiliation_strings: Biological Systems & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
Joint BioEnergy Institute, Emeryville, CA, USA
raw_author_name: Tijana Radivojevic
raw_affiliation_strings: Biological Systems & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
Joint BioEnergy Institute, Emeryville, CA, USA
Lawrence Livermore National Laboratory, Livermore, CA, USA
raw_author_name: Paul D. Adams
raw_affiliation_strings: Department of Bioengineering, University of California Berkeley, Berkeley, CA, USA
Joint BioEnergy Institute, Emeryville, CA, USA
Molecular Biophysics and Integrated Bioimaging Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
Sandia National Laboratories, Livermore, CA, USA
raw_author_name: Anup K. Singh
raw_affiliation_strings: Joint BioEnergy Institute, Emeryville, CA, USA
Lawrence Livermore National Laboratory, Livermore, CA, USA
Biological Systems & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
raw_author_name: Jess Sustarich
raw_affiliation_strings: Joint BioEnergy Institute, Emeryville, CA, USA
Sandia National Laboratories, Livermore, CA, USA
Biological Systems & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
raw_author_name: Christopher J. Petzold
raw_affiliation_strings: Biological Systems & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
Joint BioEnergy Institute, Emeryville, CA, USA
Molecular Biophysics and Integrated Bioimaging Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
raw_author_name: Aindrila Mukhopadhyay
raw_affiliation_strings: Biological Systems & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
Joint BioEnergy Institute, Emeryville, CA, USA
raw_author_name: Hector Garcia Martin
raw_affiliation_strings: Biological Systems & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA. hgmartin@lbl.gov
Joint BioEnergy Institute, Emeryville, CA, USA. hgmartin@lbl.gov
Molecular Biophysics and Integrated Bioimaging Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA. hgmartin@lbl.gov
raw_author_name: Taek Soon Lee
raw_affiliation_strings: Biological Systems & Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA. tslee@lbl.gov
Joint BioEnergy Institute, Emeryville, CA, USA. tslee@lbl.gov