Create README.md
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README.md
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### Description
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This dataset contains ΔΔG value of various protein mutations. The ΔΔG value indicates the stability of protein.
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### Splits
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traing: 486352
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valid: 60995
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test: 60492
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### Related paper
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Tsuboyama, K., Dauparas, J., Chen, J. et al. Mega-scale experimental analysis of protein folding stability in biology and design. Nature 620, 434–444 (2023).
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https://doi.org/10.1038/s41586-023-06328-6.
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### Label
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Label means ΔΔG of each mutant amino acid sequence based on a deep mutation scanning experiment.
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#### Understanding ΔG (delta G)
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ΔG is the Gibbs free energy change of a process, dictating whether a process is thermodynamically favorable:
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Negative ΔG: Indicates the process is energetically favorable. For protein unfolding, it implies the protein is more stable in its unfolded form.
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Positive ΔG: Indicates the process is not energetically favorable. In protein unfolding, it means the protein requires energy to maintain its unfolded state, i.e. it is stable in folded form.
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#### The delta delta G (ΔΔG) represents the deltaG of the mutation compared to the base protein:
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Positive ΔΔG: Suggests the mutation enhances protein stability.
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Negative ΔΔG: Suggests the mutation decreases protein stability.
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