ActinoMation: a literate programming approach for medium-throughput robotic conjugation of Streptomyces spp.
Moeller, T. A.; Booth, T. J.; Shaw, S.; Moeller, V. K.; Frandsen, R. J. N.; Weber, T.
Show abstract
The genus Streptomyces are valuable producers of antibiotics and other pharmaceutically important bioactive compounds. Advances in molecular engineering tools, such as CRISPR, has provided some access to the metabolic potential of Streptomyces, but efficient genetic engineering of strains is hindered by laborious and slow manual transformation protocols. In this paper, we present a semi-automated medium-throughput workflow for the introduction of recombinant DNA into Streptomyces spp. using the affordable and open-sourced Opentrons (OT-2) robotics platform. To increase the accessibility of the workflow we provide an open-source protocol-creator, ActinoMation. ActinoMation is a literate programming environment using Python in Jupyter Notebook. We validated the method by transforming Streptomyces coelicolor (M1152 and M1146), S. albidoflavus (J1047), and S. venezuelae (DSM40230) with the plasmids pSETGUS and pIJ12551. We demonstrate conjugation efficiencies of 3.33*10-3 for M1152 with pSETGUS and pIJ12551; 2.96*10-3 for M1146 with pSETGUS and pIJ12551; 1.21*10-5 for J1047 with pSETGUS and 4.70*10-4 with pIJ12551, and 4.97*10-2 for DSM40230 with pSETGUS and 6.13*10-2 with pIJ12551 with a false positive rate between 8.33% and 54.54%. Automation of the conjugation workflow improves consistency when handling large sample sizes that facilitates easy reproducibility on a larger scale.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- Spin{infty} an improved miniaturized spinning bioreactor for the generation of human cerebral organoids from pluripotent stem cells 93%
- REVOLVER: a low-cost automated protein purifier based on parallel preparative gravity column workflows 92%
- BioSamplr: An open source, low cost automated sampling system for bioreactors. 92%
Similar papers in this journal
- Evaluation of Microplate Handling Accuracy for Applying Robotic Arms in Laboratory Automation 94%
- Automation of yeast spot assays using an affordable liquid handling robot 91%
- Detailed Overview of the Buildout and Integration of an Automated High-Throughput CLIA Laboratory for SARS-CoV-2 Testing on a Large Urban Campus 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.