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Inhibition of HDAC1

Prediction of the inhibition of the Human Histone Deacetylase 1 to revert HIV latency. The dataset is composed of all available pIC50 values from ChEMBL target 325, and the model has been developed using Ersilia's LazyQsar package (MorganBinaryClassifier)

Identifiers

  • EOS model ID: eos2zmb
  • Slug: hdac1-inh

Characteristics

  • Input: Compound
  • Input Shape: Single
  • Task: Classification
  • Output: Probability
  • Output Type: Float
  • Output Shape: List
  • Interpretation: Probability of inhibition of HDAC1 at cut-offs pIC50 7 (0.1uM) and 8 (10nM)

References

Ersilia model URLs

Citation

If you use this model, please cite the original authors of the model and the Ersilia Model Hub.

License

This package is licensed under a GPL-3.0 license. The model contained within this package is licensed under a GPL-3.0 license.

Notice: Ersilia grants access to these models 'as is' provided by the original authors, please refer to the original code repository and/or publication if you use the model in your research.

About Us

The Ersilia Open Source Initiative is a Non Profit Organization (1192266) with the mission is to equip labs, universities and clinics in LMIC with AI/ML tools for infectious disease research.

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