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Example — Discovery study

Category: Big (AI agent) · Script: examples/big/03_discovery_study.py

Agent picks the best curated MAPK model.


How to run

pip install -e "src/praisonai-bio"
export OPENAI_API_KEY=sk-...
python examples/big/03_discovery_study.py

Needs: Internet + OpenAI API key.


Tested output

Live capture from ./scripts/capture_example_outputs.sh.

Click to view full output
Here are some of the best curated MAPK models for cell signalling:
1. **[Sarma2012 - Oscillations in MAPK cascade (S2)](https://www.biomodels.org/BIOMD0000000442)**  
   - **ID:** BIOMD0000000442  
   - **Submitter:** Uddipan Sarma  
   - **Submission Date:** December 19, 2011  
2. **[Neves2008 - Role of cell shape and size in controlling intracellular signalling](https://www.biomodels.org/BIOMD0000000182)**  
   - **ID:** BIOMD0000000182  
   - **Submitter:** Harish Dharuri  
   - **Submission Date:** August 14, 2008  
3. **[Hornberg2005 - MAPK signalling](https://www.biomodels.org/BIOMD0000000667)**  
   - **ID:** BIOMD0000000667  
   - **Submitter:** Vijayalakshmi Chelliah  
   - **Submission Date:** April 28, 2009  
4. **[Pappalardo2016 - PI3K/AKT and MAPK Signaling Pathways in Melanoma Cancer](https://www.biomodels.org/BIOMD0000000666)**  
   - **ID:** BIOMD0000000666  
   - **Submitter:** Francesco Pappalardo  
   - **Submission Date:** September 19, 2016  
5. **[Shin2016 - Unveiling Hidden Dynamics of Hippo Signalling](https://www.biomodels.org/BIOMD0000000832)**  
   - **ID:** BIOMD0000000832  
   - **Submitter:** Johannes Meyer  
   - **Submission Date:** September 25, 2019  
These models are all curated and provide various perspectives on MAPK cell signalling mechanisms. You can explore them further via the provided links.

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