Ranomics
Enzyme Engineering technical articles from the Ranomics scientific team

Enzyme Engineering

Engineering enzymes for activity, thermostability, and substrate scope: where rational design earns its keep and where directed evolution or DMS takes over.

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Articles 6 articles

Engineering Enzyme Thermostability: A CRO Playbook

Engineering thermostable enzymes for industrial biocatalysis: directed evolution, consensus design, and DMS-guided strategies that hold up at 70°C.

May 11, 2026 Read →

Industrial Enzyme Engineering: A CRO Playbook for Biocatalysis

How CROs engineer enzymes for industrial biocatalysis: substrate scope, organic solvent tolerance, regiospecificity, and process compatibility.

May 11, 2026 Read →

Rational Enzyme Engineering: Structure-Guided Strategies That Work

Rational enzyme engineering uses structural insight to make targeted mutations. When it beats directed evolution, when it doesn't, and how computational tools sharpen the approach.

May 5, 2026 Read →

Beyond Antibodies: Using Surface Display to Engineer Enzymes and Receptors

While surface display is the go-to platform for antibody discovery, applications extend far beyond. This guide covers strategies for engineering enzymes and receptors using yeast and mammalian display.

Sep 10, 2025 Read →

Leveraging AI and Deep Mutational Scanning to Engineer Novel Enzymes

A comprehensive guide to combining deep mutational scanning with machine learning for enzyme engineering, covering variant library generation, functional selection, data analysis, and the iterative AI-DMS cycle.

Jul 15, 2025 Read →

Directed Evolution: A Technical Guide for Protein Stability and Function

Directed evolution uses iterative cycles of mutagenesis and selection to engineer proteins for stability, activity, and specificity — without requiring structural knowledge. A technical guide to the diversity generation cycle, screening methods, and integration with AI-guided design.

Jun 30, 2025 Read →

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