Resource-aware construct design in mammalian cells

preprint OA: gold CC-BY-NC-ND-4.0
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AI-generated summary by claude@2026-07, 2026-07-14

This study quantifies the resource load of mammalian genetic components, identifies low-footprint designs, and demonstrates their use in optimizing synthetic circuits for bioproduction and biotherapeutics.

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Abstract

Resource competition can be the cause of unintended coupling between co-expressed genetic constructs. Here we report quantification of the resource load imposed by different mammalian genetic components and identify construct designs with increased performance and reduced resource footprint. We use these to generate improved synthetic circuits and optimise the co-expression of co-transfected cassettes, shedding light on how this can be useful for bioproduction and biotherapeutic applications. This work provides the scientific community with a framework to take resource demand into consideration when designing mammalian constructs to achieve robust and optimised gene expression.

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europepmc
last seen: 2026-05-19T01:45:01.086888+00:00
unpaywall
last seen: 2026-05-21T05:10:58.409756+00:00
License: CC-BY-NC-ND-4.0