Checking ChEMBL for Structured SAR Data

Query ChEMBL by DOI to retrieve curated bioactivity data counts and metadata.

118|12|Updated Oct 11, 2025
One-click install
npx skills add https://github.com/kthorn/research-superpower --skill checking-chembl-for-structured-sar-data
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Checking ChEMBL for Structured SAR Data
Source: https://github.com/kthorn/research-superpower/tree/main/skills/research/checking-chembl
Command: npx skills add https://github.com/kthorn/research-superpower --skill checking-chembl-for-structured-sar-data

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Manually extracting structure-activity relationship (SAR) data from medicinal chemistry PDFs is error-prone and time-consuming. This skill automates checking the ChEMBL database for pre-curated, standardized bioactivity data, saving you from tedious manual parsing.

Core Features & Use Cases

  • Automated ChEMBL Lookup: Queries the ChEMBL database by DOI to determine if a paper's data is already curated.
  • Structured Data Access: Retrieves document details and activity counts, providing direct access to standardized bioactivity data.
  • Seamless Integration: Integrates into paper evaluation workflows, prioritizing curated data over manual PDF parsing.
  • Use Case: When reviewing a medicinal chemistry paper, ask Claude to "check ChEMBL for this paper's SAR data." If available, you'll instantly get access to standardized IC50, MIC, or Ki values and compound structures, saving you from tedious PDF parsing.

Quick Start

Example: Check ChEMBL for a paper by its DOI

"Check ChEMBL for the paper with DOI 10.1021/jm401507s."

Frequently Asked Questions about Checking ChEMBL for Structured SAR Data

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I check if a medicinal chemistry paper is indexed in ChEMBL?

Query ChEMBL by the paper's DOI to check if it's indexed. The Skill retrieves document_chembl_id and bioactivity data counts, confirming whether curated SAR data exists before you manually parse PDFs.

What structured bioactivity data can I access from ChEMBL for a paper?

ChEMBL stores standardized bioactivity measurements—IC50, Ki, EC50, MIC values—and compound structures linked to papers. The Skill retrieves activity counts and metadata, giving you direct access to curated data instead of manual extraction.

When should I use ChEMBL lookup instead of parsing PDF tables manually?

Use ChEMBL lookup when papers discuss SAR, compound series, or activity measurements. If the paper is indexed, you get error-free standardized data immediately; manual parsing is error-prone and slower for the same result.

Do I need a DOI to query ChEMBL for a paper's data?

Yes, the Skill requires DOI-based queries to ChEMBL. Verify a positive match via document_chembl_id before retrieving bioactivity data; papers without DOIs cannot be queried this way.

Can I integrate ChEMBL lookup into my paper evaluation workflow?

Yes, the Skill integrates into paper review workflows by prioritizing curated ChEMBL data over manual PDF parsing. Query by DOI during initial screening to decide whether to extract data or proceed with other sources.

What types of medicinal chemistry papers does ChEMBL cover?

ChEMBL indexes papers discussing SAR, compound series, and bioactivity measurements. Non-medicinal chemistry works are excluded; verify indexing with a DOI query to confirm the paper's data is curated and available.