August 6, 2025Open Access

Accelerating protein design by scaling experimental characterization

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MAIN FINDING: A novel protocol, SAPP, significantly accelerates protein design by increasing throughput while reducing experimental time.
KEY EVIDENCE: SAPP allows characterization of hundreds of protein designs daily with 6 hours of bench time and minimal costs.
APPROACH: The workflow integrates semi-automation and standardized practices to enhance the efficiency of in vitro protein testing.
SIGNIFICANCE: These advances could revolutionize protein engineering by making experimental validation faster and cheaper.

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New protocols enhance protein design by improving throughput and cost-efficiency in molecular biology, suggesting broad adoption benefits.

Qian et al. (2025) studied this question.

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New protocols enhance protein design by improving throughput and cost-efficiency in molecular biology, suggesting broad adoption benefits.