AR
Design armored CAR-T cells with cytokine payloads and resistance mechanisms.
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数据与复现
TO
tooluniverse-expression-data-retrieval
维护者 FreedomIntelligence · 最近更新 2026年4月1日
Retrieves gene expression and omics datasets from ArrayExpress and BioStudies with gene disambiguation, experiment quality assessment, and structured reports. Creates comprehensive dataset profiles with metadata, sample information, and download links. Use when users need expression data, omics datasets, or mention ArrayExpress (E-MTAB, E-GEOD) or BioStudies (S-BSST) accessions.
原始来源
FreedomIntelligence/OpenClaw-Medical-Skills
https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/tooluniverse-expression-data-retrieval
- 维护者
- FreedomIntelligence
- 许可
- MIT
- 最近更新
- 2026年4月1日
技能摘要
来自 SKILL.md 的关键信息
核心说明
- 获取 gene expression experiments 、 multi-omics 数据集s ，支持 proper disambiguation 、 quality assessment。
- IMPORTANT：Always use English terms in tool calls (gene names，tissue names，condition descriptions)，even if user writes in another language. Only try original-language terms as fallback if English returns no results. Respond in user's language。
- [ ] Official gene symbol identified (HGNC ，用于 human，MGI ，用于 mouse)。
- [ ] Common aliases noted ，用于 search expansion。
- [ ] Species confirmed。
原始文档
SKILL.md 摘录
Phase 0: Clarification (When Needed)
Ask the user ONLY if:
- Gene name is ambiguous (e.g., "p53" → TP53 or MDM2 studies?)
- Tissue/condition unclear for comparative studies
- Organism not specified for non-human research
Skip clarification for:
- Specific accession numbers (E-MTAB-, E-GEOD-, S-BSST*)
- Clear disease/tissue + organism combinations
- Explicit platform requests (RNA-seq, microarray)
1.1 Gene Name Resolution
If searching by gene, first resolve official identifiers:
from tooluniverse import ToolUniverse
tu = ToolUniverse()
tu.load_tools()
## 1.2 Construct Search Strategy
| User Query Type | Search Strategy |
|-----------------|-----------------|
| Specific accession | Direct retrieval |
| Gene + condition | "[gene] [condition]" + species filter |
| Disease only | "[disease]" + species filter |
| Technology-specific | Add platform keywords (RNA-seq, microarray) |
---
适用场景
- 适合在users need expression data，omics 数据集s，或 mention ArrayExpress (E-MTAB，E-GEOD) 或 BioStudies (S-BSST) accessions时使用。
不适用场景
- Do not rely on this catalog entry alone ，用于 installation 或 maintenance details。
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