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Deep Mutational Scanning function generates a single-point mutation upon a given sequence with a defined list of amino acids. Heatmap display shows the results from predictive model(s) in a heatmap.

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Deep_Mutational_Scanning

This repository includes two basic functions:

  • Deep Mutational Scanning: Generate a single-point mutation with defined amino acids upon a given sequence. Here the function AA_mutagenesis() takes: name_query; sequence_query of the fasta entry

  • Heatmap display: Generate a heatmap to display the results e.g. predictions applied to the library of single mutants from deep mutational scanning (sequence_query (seq_0) mutants): sequence_query: string of the reference peptide; df : Large-scale mutational data = dataframe of HAPMOD results of sequence_query (seq_0) mutants; fit_func: column of interest in df with HAPMOD results we want to display; Boolean True or False - if True, calculate differences with fitness value of sequence_query vmin, vmax: minimal and maximal values of fit_func (Boolean True: default -1,1 and False: default 0,1)

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Deep Mutational Scanning function generates a single-point mutation upon a given sequence with a defined list of amino acids. Heatmap display shows the results from predictive model(s) in a heatmap.

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