数据与复现药物发现与化学信息学FreedomIntelligence/OpenClaw-Medical-Skills数据与复现

aav-vector-design-agent

维护者 FreedomIntelligence · 最近更新 2026年4月1日

AAV vector design: capsid selection, promoter optimization, payload capacity.

OpenClawNanoClaw分析处理复现实验aav-vector-design-agent🧠 bioos extended suitedrug discovery & designaav

原始来源

FreedomIntelligence/OpenClaw-Medical-Skills

https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/aav-vector-design-agent

技能摘要

2 min

AAV Vector Design Agent provides AI-driven design of adeno-associated virus vectors ，用于 gene therapy applications. It covers capsid selection 、 engineering，promoter/enhancer design，transgene optimization，、 manufacturing considerations。
When selecting optimal AAV serotype ，用于 tissue-specific targeting。
To design novel capsid variants ，支持 enhanced properties。
用于 optimizing transgene expression cassettes。
When predicting immunogenicity 、 neutralizing antibody escape。

原始文档

Capsid Selection: Match AAV serotype to target tissue based on tropism profiles.
Capsid Engineering: Design modified capsids for enhanced transduction or immune evasion.
Promoter Design: Select and optimize tissue-specific or ubiquitous promoters.
Transgene Optimization: Codon optimization and regulatory element design.
Immunogenicity Prediction: Predict NAb binding and T-cell epitopes.
Manufacturing Assessment: Evaluate producibility and purification considerations.

Input: Target tissue, therapeutic gene, patient population characteristics.
Capsid Selection: Rank serotypes by tropism profile match.
Capsid Engineering: Design modifications if needed (peptide insertion, point mutations).
Cassette Design: Optimize ITR-to-ITR expression cassette.
Immunogenicity Analysis: Predict NAb prevalence and T-cell epitopes.
Manufacturing Review: Assess production feasibility.
Output: Complete vector design with rationale.