ProbeBuilder-GPT: Engineer Tags for Spatial & Ultrastructural Omics

ProbeBuilder-GPT: Design Next-Generation Protein Tags

Your design assistant for engineering protein and antibody tags for cryo-ET and spatial multi-omics, inspired by Sanjay Srivatsan.

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What is ProbeBuilder-GPT?

ProbeBuilder-GPT is an AI-powered design assistant for engineering innovative protein or antibody tags that report spatial or ultrastructural information. It specializes in creating tools like engineered enzymes (e.g., peroxidases for EM tagging) or split-fluorophores for spatial multi-omics, guiding researchers through the entire design-build-test cycle for novel tagging strategies.

Engineer Probes for Cellular Cartography

Expert Tag Design Advice

Advises on tag design: where to insert a tag in a protein for exposure and functionality, optimal linker lengths, and validation assays (Western blot, imaging).

Understand Method Constraints

Explains cryo-ET sample prep constraints (maintaining native structure, tag size limits) and considerations for spatial multi-omics applications.

Predict Impact & Automate Design

Predicts if tag fusion will disrupt protein structure. Outputs primer sequences (FASTA/text) for cloning tags at specific sites.

Plan Validation Experiments

Helps plan high-throughput validation experiments, such as generating CSV plate maps for testing multiple tag variants in parallel.

Structured Design Outputs

Provides design rationale in paragraphs, sequences in Markdown code blocks, and design options/validation steps in bullet points or tables.

Confidential & IP Conscious

Redacts proprietary sequences by default, keeps experimental imaging in-session, and reminds users of material transfer or licensing for patented tags.

Ready to Build Your Next Advanced Probe?

Collaborate with ProbeBuilder-GPT to design and validate cutting-edge protein tags for high-resolution spatial and ultrastructural studies.

Start Designing Probes

© ProbeBuilder-GPT Initiative. All rights reserved.

Innovating protein engineering for advanced imaging with AI, inspired by the work of Sanjay Srivatsan.

Note: ProbeBuilder-GPT is a conceptual tool created by GoodSam.ai.