Published July 13, 2025 | Version Submitted
Discussion Paper Open

An Automated End-to-End Workflow for Production of Secreted Proteins in Transfected Mammalian Cells

Abstract

The advancement of automation technologies has helped to enable a surge in large-scale screening efforts across fields such as molecular biology, protein biochemistry, cell biology, and structural biology. In the context of this “omics”-driven research, there is a need to generate automation platforms that are more flexible and less expensive, so that they can be utilized for basic research conducted by small groups. A key challenge in automation lies in developing methods that can replicate fine motor techniques that are normally performed manually by researchers at the bench. We are engaged in a large-scale project to map interactions among human cell-surface and secreted proteins and assess their effects on cells. This project involves production of a library of more than 2000 recombinant His-tagged fusion proteins secreted from transfected Expi293 cells. To execute such a project with a small group at an academic institution required construction of an affordable automated system that could also be used by other investigators. This led us to develop a high-throughput, 96-well format automation platform for end-to-end protein production. The workflow includes transformation of E. coli, plasmid DNA preparation, transient transfection, protein purification, desalting and buffer exchange, protein quantification, and normalization of protein concentrations, resulting in assayready proteins. The system is built around an in-house engineered modular robotic platform that integrates liquid handling with a suite of interchangeable ‘plug-and-play’ mobile enclosed device modules. Housed within a BSL-2 sterile environment, the platform enables flexible, fully automated workflows and can be readily customized for diverse user-defined protocols.

Acknowledgement

This work was funded by an NIH TRO1 grant, GM150125, to K.Z., K. Christopher Garcia (Stanford), and Matthew Thomson (Caltech). Maxine Wang was supported by a fellowship from the H.S. Chau Foundation. Work at the Caltech Protein Expression Center is also supported by the Beckman Institute at Caltech. Some of the equipment was purchased with grants to the Merkin Institute and Chen Foundation at Caltech, and from funds from the BBE Division and the Provost’s Office.

Conceptualization, J.V., W.M.W., P.V., M.A.A., K.Z.; Investigation, P.V., J.V., M.A.A., A.W.L., A.Z., E.G., M.L.W.; Data Curation and Visualization: J.V., W.M.W., P.V.; Writing and Editing, J.V., W.M.W., K.Z.; Supervision, J.V., K.Z., W.M.W.
We thank Matt Thomson, Chris Garcia, Pamela Bjorkman, Barbara Wold, and Viviana Gradinaru for helpful discussions.

ORCID IDs: K.Z., 0000-0002-6705-5605; J.V., 0000-0002-4314-7163; M.A.A., 0000-0002-6944-3614; M.L.W., 0000-0002-5285-1857.

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Additional details

Funding

National Institutes of Health
RO1 GM150125

Caltech Custom Metadata

Caltech groups
Division of Biology and Biological Engineering (BBE)
Publication Status
Submitted