科研速览 · Science Skim继续刷下去 · Keep skimming →
◆ ACS Synthetic Biology2025-10-08· Workflow

Automated Strain Construction for Biosynthetic Pathway Screening in Yeast

M. Astolfi, Sam Yoder, Marina Delfa-Lalaguna, Peter H. Winegar, S. E. Holm, Mengziang Lei, Xixi Zhao, Stephen E. Tan, Randy Louie, Nathan J. Hillson, Graham A. Hudson, Jay D. Keasling

原始摘要(英文原文)· Original abstract
Automation accelerates the Design-Build-Test-Learn (DBTL) cycle for synthetic biology; however, most strain construction pipelines lack robotic integration. Here, we present the workflow design and source code for a modular, integrated protocol that automates the Build step in Saccharomyces cerevisiae . We programmed the Hamilton Microlab VANTAGE to integrate off-deck hardware via its central robotic arm, enabling automated steps that increased throughput to 2,000 transformations per week. We developed a user interface with the Hamilton VENUS software to support on-demand parameter customization. As a proof of concept, we screened a gene library in an engineered yeast strain producing verazine, a key intermediate in the biosynthesis of steroidal alkaloids. Our pipeline rapidly identified pathway bottlenecks and genes that enhanced verazine production by 2.0- to 5-fold. This technical note provides resources for synthetic biologists designing yeast workflows for biofoundries to screen libraries for pathway discovery/optimization, combinatorial biosynthesis, and protein engineering.
读原文 · Read the paper ↗

AI 追问PRO

登录后使用 AI 追问

讨论区

登录后参与讨论

相关论文 · Related

Automated Strain Construction for Biosynthetic Pathway Screening in Yeast — 科研速览 Science Skim