BLAST MATLAB

Indice

1 BLAST Examples with MATLAB

BLAST Examples with MATLAB

Vitoantonio Bevilacqua vitoantonio.bevilacqua@poliba.it

Nicola Altini nicola.altini@poliba.it

Download .fna and .faa files

% The following examples assume you have a FASTA nucleotide file and a FASTA amino acid file for E. coli:

% NC_004431.fna and NC_004431.faa, saved inside path_fasta_files.

```
 
```

path_fasta_files = "MATLAB/BLAST/fasta_files";

```
 
```

fullURL = 'http://www.scfbio-iitd.res.in/chemgenome/genomedataset/NC_004431.fna';

filename_fna = fullfile(path_fasta_files, 'NC_004431.fna');

```
urlwrite(fullURL,filename_fna);
```
```
 
```

fullURL = 'https://www.brinkman.mbb.sfu.ca/~mlangill/public_tmp/NC_004431.faa';

filename_faa = fullfile(path_fasta_files, 'NC_004431.faa');

```
urlwrite(fullURL,filename_faa);
```

Prepare database and query

% Create local blastable databases from the NC_004431.fna and NC_004431.faa FASTA files by using the blastformat function.

blastformat('inputdb', filename_fna, 'protein', 'false', 'log', 'formatdb.log');

blastformat('inputdb', filename_faa, 'log', 'formatdb.log');

```
 
```

% Use the getgenbank function to retrieve sequence information for the

% E. coli threonine operon from the GenBank database.

```
S = getgenbank('M28570');
```
```
 
```

% Create a query file by using the fastawrite function to create a

% FASTA file named query_nt.fa from this sequence information, using

% only the accession number as the header.

```
S.Header = S.Accession;
```

path_query = fullfile(path_fasta_files, 'query_nt.fa');

```
fastawrite(path_query, S);
```

Examples

Example 1. Search nucleotide query versus nucleotide data

results = blastlocal('inputquery', path_query,...

                     'database', filename_fna,...

                     'program',  'blastn');

```
 
```
```
print_score_results(results(1));
```

Example 2. Performing a Nucleotide Translated Search

% Use MATLAB syntax to submit the query sequence in the query_nt.fa FASTA file for a BLAST search

% of the local amino acid database NC_004431.faa.

% Specify the BLAST program blastx. Return the BLAST search results in results, a MATLAB structure.

```
 
```

results = blastlocal('inputquery', path_query,...

                     'database', filename_faa,...

                     'program',  'blastx');

Example 3. Performing a Nucleotide Search Using blastall Syntax

% Use blastall syntax to submit the query sequence in the query_nt.fa FASTA file for a BLAST search

% of the local nucleotide database NC_004431.fna.

% Specify the BLAST program blastn and an expectation value of 0.0001.

% Return the BLAST search results in results, a MATLAB structure.

```
 
```

query = sprintf('-i %s -d %s -p blastn -e 0.0001', path_query, filename_fna);

```
results = blastlocal(query);
```

Example 4. Performing a Nucleotide Search and Creating a Formatted Report

% Submit the query sequence in the query_nt.fa FASTA file for a BLAST search

% of the local nucleotide database NC_004431.fna.

% Specify the BLAST program blastn and a tabular alignment format.

% Save the contents of the BLAST report to a file named myecoli_nt.txt.

```
 
```

blast_report_file = fullfile(path_fasta_files, 'myecoli_nt.txt');

```
blastlocal('inputquery', path_query,...
```

           'database', filename_fna, ...

           'tofile', blast_report_file, ...

           'blastargs', '-p blastn -m 8');

Utility Functions

function pen = score_from_matrix(char1, char2, varargin)

```
    if nargin < 3
```
```
        pen_matrix = ...
```
```
             [+1  -5  -5  -1;
```
```
              -5  +1  -1  -5;
```
```
              -5  -1  +1  -5;
```
```
              -1  -5  -5  +1];
```
```
    else
```
```
        pen_matrix = varargin{1};
```
```
    end
```
```
 
```
```
    % ATCG
```
```
    idx1 = idx_from_atcg(char1);
```
```
    idx2 = idx_from_atcg(char2);
```
```
 
```
```
    if idx1 > 0 && idx2 > 0
```
```
        pen = pen_matrix(idx1, idx2);
```
```
    else
```
```
        pen = 0;
```
```
    end
```
```
end
```
```
 
```
```
function idx = idx_from_atcg(char1)
```
```
    if char1 == 'a'
```
```
        idx = 1;
```
```
    elseif char1 == 't'
```
```
        idx = 2;
```
```
    elseif char1 == 'c'
```
```
        idx = 3;
```
```
    elseif char1 == 'g'
```
```
        idx = 4;
```
```
    else
```
```
        idx = -1;
```
```
    end
```
```
end
```
```
 
```
```
function print_score_results(results)
```
```
    n_hits = numel(results.Hits.HSPs);
```
```
 
```
```
    for idx_hit = 1:n_hits
```

        fprintf('Index HIT = %d\n', idx_hit);

        alignment = results.Hits.HSPs(idx_hit).Alignment;

        rew = results.Hits.HSPs(idx_hit).Identities.Match * 2;

```
 
```
```
        empty_pos = [];
```
```
        ncols = size(alignment,2);
```
```
        for i = 1:ncols
```
```
            if alignment(2,i) == ' '
```

                empty_pos = [empty_pos, i];

```
            end
```
```
        end
```
```
 
```
```
        pen = 0;
```
```
        for i = 1:numel(empty_pos)
```

            empty_pos_idx = empty_pos(i);

            char1 = alignment(1,empty_pos_idx);

            char2 = alignment(3,empty_pos_idx);

            fprintf('char1 = %c char2 = %c\n', char1, char2);

            pen_iter = score_from_matrix(char1, char2);

```
            pen = pen + pen_iter;
```
```
        end
```

        fprintf('Penalty is %d\n', pen);

```
        score = rew + pen;
```

        fprintf('Final score is %d\n', score);

```
        fprintf('\n');
```
```
    end
```
```
end
```

BLAST MATLAB

Indice

BLAST Examples with MATLAB

Download .fna and .faa files

Prepare database and query

Examples

Example 1. Search nucleotide query versus nucleotide data

Example 2. Performing a Nucleotide Translated Search

Example 3. Performing a Nucleotide Search Using blastall Syntax

Example 4. Performing a Nucleotide Search and Creating a Formatted Report

Utility Functions

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