GPro

GPro generates synthetic promoter sequences using Generative Artificial Intelligence (GenAI) methods to design promoters with defined regulatory properties for applications in synthetic biology and genetic engineering.

Key Features:

• Integration of GenAI methodologies: Integrates state-of-the-art Generative Artificial Intelligence (GenAI) methodologies tailored for promoter design.
• Standardized pipeline: Provides a standardized pipeline encompassing the training, optimization, and evaluation stages of promoter-design models.
• Customizable algorithms: Includes interchangeable algorithmic options for each pipeline stage to enable method comparison and tailoring to experimental needs.

Scientific Applications:

• Synthetic biology: Design and generation of novel synthetic promoters to control gene expression in engineered biological systems.
• Genetic engineering: Design promoters for precise transcriptional control in genetic constructs.
• Gene expression studies: Produce promoter variants to probe promoter function and regulatory element effects in gene expression assays.
• Metabolic engineering: Tune promoter strength and regulation to optimize pathway expression in metabolic engineering projects.

Methodology:

Computational pipeline performs training, optimization, and evaluation of GenAI models for promoter design.