数据与复现临床医学与医药FreedomIntelligence/OpenClaw-Medical-Skills数据与复现

nk-cell-therapy-agent

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

NK cell therapy design: receptor engineering, expansion protocols, persistence.

OpenClawNanoClaw分析处理复现实验nk-cell-therapy-agent🧠 bioos extended suiteimmunology & cell therapynk

原始来源

FreedomIntelligence/OpenClaw-Medical-Skills

https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/nk-cell-therapy-agent

技能摘要

2 min

NK Cell Therapy Agent provides AI-driven design 、 optimization of natural killer cell therapies ，用于 cancer treatment. It covers CAR-NK engineering，cytokine-induced memory-like (CIML) NK generation，KIR/HLA matching，、 NK cell expansion optimization。
When designing CAR-NK constructs ，用于 tumor targeting。
To optimize KIR/HLA mismatch ，用于 allogeneic NK therapy。
用于 generating memory-like NK cells ，支持 enhanced persistence。
When predicting NK cell activation against specific tumor types。

原始文档

CAR-NK Design: Design chimeric antigen receptors optimized for NK cell biology (NK-specific signaling domains).
KIR/HLA Matching: Predict KIR-HLA interactions for donor selection in allogeneic therapy.
Memory-Like NK Generation: Optimize CIML protocol with IL-12/15/18 cytokine preactivation.
Expansion Optimization: ML models for feeder-free NK expansion conditions.
Tumor Target Prediction: Match NK receptor profiles to tumor ligand expression.
Persistence Enhancement: Engineering strategies for improved in vivo survival.

Input: Target antigen, tumor type, NK source (PB, UCB, iPSC, cell line).
CAR Design: Generate optimized CAR-NK construct sequence.
KIR Analysis: Determine KIR genotype and HLA matching for donors.
Activation Protocol: Optimize cytokine cocktail for desired phenotype.
Expansion: Design feeder-based or feeder-free expansion protocol.
Quality Prediction: Predict NK product functionality.
Output: CAR sequence, donor recommendations, expansion protocol, QC metrics.