cons

 

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Function

Create a consensus sequence from a multiple alignment

Description

cons calculates a consensus sequence from a multiple sequence alignment. To obtain the consensus, the sequence weights and a scoring matrix are used to calculate a score for each amino acid residue or nucleotide at each position in the alignment. The highest scoring residue goes into the consensus sequence if the score is higher than a user-specified "plurality" value, otherwise, there is no consensus at that position.

Algorithm

To obtain the consensus, the sequence weights and a scoring matrix are used to calculate a score at each position in the alignment as follows. The residue (or nucleotide) i in an alignment column, is compared to all other residues (j) in the same column. The score for i is the sum over all residues j (not i=j) of the score(ij)*weight(j), where score(ij) is taken from a nucleotide or protein scoring matrix (see -datafile qualifier) and the "weight(j)" is the weighting given to the sequence j, which is given in the alignment file.

q

The highest scoring type of residue is then found in the column. If the number of "positive matches" (see below) for this residue is greater than the "plurality value" (see below), then this residue is the consensus residue. Otherwise there is no consensus for that position and an 'n' (nucleotide sequence alignment) or an 'x' (protein sequence alignment) character is written to the consensus sequence.

The positive matches for a residue i are calculated as being the sum of the corresponding sequence weights for all the residues that increase the score of residue i (i.e. that have a positive score). The "plurality" qualifier sets the cut-off for the number of positive matches (weighted) below which there is no consensus.

Usage

Here is a sample session with cons


% cons 
Create a consensus sequence from a multiple alignment
Input (aligned) sequence set: dna.msf
output sequence [dna.fasta]: aligned.cons

Go to the input files for this example
Go to the output files for this example

Command line arguments

Create a consensus sequence from a multiple alignment
Version: EMBOSS:6.2.0

   Standard (Mandatory) qualifiers:
  [-sequence]          seqset     File containing a sequence alignment.
  [-outseq]            seqout     [.] Sequence filename and
                                  optional format (output USA)

   Additional (Optional) qualifiers:
   -datafile           matrix     [EBLOSUM62 for protein, EDNAFULL for DNA]
                                  This is the scoring matrix file used when
                                  comparing sequences. By default it is the
                                  file 'EBLOSUM62' (for proteins) or the file
                                  'EDNAFULL' (for nucleic sequences). These
                                  files are found in the 'data' directory of
                                  the EMBOSS installation.
   -plurality          float      [Half the total sequence weighting] Set a
                                  cut-off for the number of positive matches
                                  below which there is no consensus. The
                                  default plurality is taken as half the total
                                  weight of all the sequences in the
                                  alignment. (Any numeric value)
   -identity           integer    [0] Provides the facility of setting the
                                  required number of identities at a site for
                                  it to give a consensus at that position.
                                  Therefore, if this is set to the number of
                                  sequences in the alignment only columns of
                                  identities contribute to the consensus.
                                  (Integer 0 or more)
   -setcase            float      [@( $(sequence.totweight) / 2)] Sets the
                                  threshold for the positive matches above
                                  which the consensus is is upper-case and
                                  below which the consensus is in lower-case.
                                  (Any numeric value)
   -name               string     Name of the consensus sequence (Any string)

   Advanced (Unprompted) qualifiers: (none)
   Associated qualifiers:

   "-sequence" associated qualifiers
   -sbegin1            integer    Start of each sequence to be used
   -send1              integer    End of each sequence to be used
   -sreverse1          boolean    Reverse (if DNA)
   -sask1              boolean    Ask for begin/end/reverse
   -snucleotide1       boolean    Sequence is nucleotide
   -sprotein1          boolean    Sequence is protein
   -slower1            boolean    Make lower case
   -supper1            boolean    Make upper case
   -sformat1           string     Input sequence format
   -sdbname1           string     Database name
   -sid1               string     Entryname
   -ufo1               string     UFO features
   -fformat1           string     Features format
   -fopenfile1         string     Features file name

   "-outseq" associated qualifiers
   -osformat2          string     Output seq format
   -osextension2       string     File name extension
   -osname2            string     Base file name
   -osdirectory2       string     Output directory
   -osdbname2          string     Database name to add
   -ossingle2          boolean    Separate file for each entry
   -oufo2              string     UFO features
   -offormat2          string     Features format
   -ofname2            string     Features file name
   -ofdirectory2       string     Output directory

   General qualifiers:
   -auto               boolean    Turn off prompts
   -stdout             boolean    Write first file to standard output
   -filter             boolean    Read first file from standard input, write
                                  first file to standard output
   -options            boolean    Prompt for standard and additional values
   -debug              boolean    Write debug output to program.dbg
   -verbose            boolean    Report some/full command line options
   -help               boolean    Report command line options and exit. More
                                  information on associated and general
                                  qualifiers can be found with -help -verbose
   -warning            boolean    Report warnings
   -error              boolean    Report errors
   -fatal              boolean    Report fatal errors
   -die                boolean    Report dying program messages
   -version            boolean    Report version number and exit

Qualifier Type Description Allowed values Default
Standard (Mandatory) qualifiers
[-sequence]
(Parameter 1)
seqset File containing a sequence alignment. Readable set of sequences Required
[-outseq]
(Parameter 2)
seqout Sequence filename and optional format (output USA) Writeable sequence <*>.format
Additional (Optional) qualifiers
-datafile matrix This is the scoring matrix file used when comparing sequences. By default it is the file 'EBLOSUM62' (for proteins) or the file 'EDNAFULL' (for nucleic sequences). These files are found in the 'data' directory of the EMBOSS installation. Comparison matrix file in EMBOSS data path EBLOSUM62 for protein
EDNAFULL for DNA
-plurality float Set a cut-off for the number of positive matches below which there is no consensus. The default plurality is taken as half the total weight of all the sequences in the alignment. Any numeric value Half the total sequence weighting
-identity integer Provides the facility of setting the required number of identities at a site for it to give a consensus at that position. Therefore, if this is set to the number of sequences in the alignment only columns of identities contribute to the consensus. Integer 0 or more 0
-setcase float Sets the threshold for the positive matches above which the consensus is is upper-case and below which the consensus is in lower-case. Any numeric value @( $(sequence.totweight) / 2)
-name string Name of the consensus sequence Any string  
Advanced (Unprompted) qualifiers
(none)
Associated qualifiers
"-sequence" associated seqset qualifiers
-sbegin1
-sbegin_sequence
integer Start of each sequence to be used Any integer value 0
-send1
-send_sequence
integer End of each sequence to be used Any integer value 0
-sreverse1
-sreverse_sequence
boolean Reverse (if DNA) Boolean value Yes/No N
-sask1
-sask_sequence
boolean Ask for begin/end/reverse Boolean value Yes/No N
-snucleotide1
-snucleotide_sequence
boolean Sequence is nucleotide Boolean value Yes/No N
-sprotein1
-sprotein_sequence
boolean Sequence is protein Boolean value Yes/No N
-slower1
-slower_sequence
boolean Make lower case Boolean value Yes/No N
-supper1
-supper_sequence
boolean Make upper case Boolean value Yes/No N
-sformat1
-sformat_sequence
string Input sequence format Any string  
-sdbname1
-sdbname_sequence
string Database name Any string  
-sid1
-sid_sequence
string Entryname Any string  
-ufo1
-ufo_sequence
string UFO features Any string  
-fformat1
-fformat_sequence
string Features format Any string  
-fopenfile1
-fopenfile_sequence
string Features file name Any string  
"-outseq" associated seqout qualifiers
-osformat2
-osformat_outseq
string Output seq format Any string  
-osextension2
-osextension_outseq
string File name extension Any string  
-osname2
-osname_outseq
string Base file name Any string  
-osdirectory2
-osdirectory_outseq
string Output directory Any string  
-osdbname2
-osdbname_outseq
string Database name to add Any string  
-ossingle2
-ossingle_outseq
boolean Separate file for each entry Boolean value Yes/No N
-oufo2
-oufo_outseq
string UFO features Any string  
-offormat2
-offormat_outseq
string Features format Any string  
-ofname2
-ofname_outseq
string Features file name Any string  
-ofdirectory2
-ofdirectory_outseq
string Output directory Any string  
General qualifiers
-auto boolean Turn off prompts Boolean value Yes/No N
-stdout boolean Write first file to standard output Boolean value Yes/No N
-filter boolean Read first file from standard input, write first file to standard output Boolean value Yes/No N
-options boolean Prompt for standard and additional values Boolean value Yes/No N
-debug boolean Write debug output to program.dbg Boolean value Yes/No N
-verbose boolean Report some/full command line options Boolean value Yes/No Y
-help boolean Report command line options and exit. More information on associated and general qualifiers can be found with -help -verbose Boolean value Yes/No N
-warning boolean Report warnings Boolean value Yes/No Y
-error boolean Report errors Boolean value Yes/No Y
-fatal boolean Report fatal errors Boolean value Yes/No Y
-die boolean Report dying program messages Boolean value Yes/No Y
-version boolean Report version number and exit Boolean value Yes/No N

Input file format

The USA of a set of aligned sequences.

Input files for usage example

File: dna.msf

!!NA_MULTIPLE_ALIGNMENT

 dna.msf  MSF: 120  Type: N  January 01, 1776  12:00  Check: 3196 ..

 Name: MSFM1          Len:   120  Check:  8587  Weight:  1.00
 Name: MSFM2          Len:   120  Check:  6178  Weight:  1.00
 Name: MSFM3          Len:   120  Check:  8431  Weight:  1.00

//

        MSFM1  ACGTACGTAC GTACGTACGT ACGTACGTAC GTACGTACGT ACGTACGTAC
        MSFM2  ACGTACGTAC GTACGTACGT ....ACGTAC GTACGTACGT ACGTACGTAC
        MSFM3  ACGTACGTAC GTACGTACGT ACGTACGTAC GTACGTACGT CGTACGTACG

        MSFM1  GTACGTACGT ACGTACGTAC GTACGTACGT ACGTACGTAC GTACGTACGT
        MSFM2  GTACGTACGT ACGTACGTAC GTACGTACGT ACGTACGTAC GTACGTACGT
        MSFM3  TACGTACGTA CGTACGTACG TACGTACGTA ACGTACGTAC GTACGTACGT

        MSFM1  ACGTACGTAC GTACGTACGT
        MSFM2  ACGTACGTTG CAACGTACGT
        MSFM3  ACGTACGTAC GTACGTACGT

Output file format

The output consists of a sequence file holding the consensus sequence.

Output files for usage example

File: aligned.cons

>EMBOSS_001
ACGTACGTACGTACGTACGTACGTACGTACGTACGTACGTACGTACGTACGTACGTACGT
ACGTACGTACGTACGTACGTACGTACGTACGTACGTACGTACGTACGTACGTACGTACGT

Data files

cons uses the standard set of scoring matrix data files in the EMBOSS data directory.

EMBOSS data files are distributed with the application and stored in the standard EMBOSS data directory, which is defined by the EMBOSS environment variable EMBOSS_DATA.

To see the available EMBOSS data files, run:

% embossdata -showall

To fetch one of the data files (for example 'Exxx.dat') into your current directory for you to inspect or modify, run:


% embossdata -fetch -file Exxx.dat

Users can provide their own data files in their own directories. Project specific files can be put in the current directory, or for tidier directory listings in a subdirectory called ".embossdata". Files for all EMBOSS runs can be put in the user's home directory, or again in a subdirectory called ".embossdata".

The directories are searched in the following order:

Notes

The "identity" qualifier provides an additional constrain to "plurality" when determining a consensus residue at an alignment site. "identity" sets the required number of identities at a site for it to be included in the consensus. If for example this is set to the number of sequences in the alignment, then only a site with the same residue in all sequences would be included in the consensus.

The "setcase" qualifier sets the threshold for the positive matches above which the consensus residue is given is upper-case and below which it is in lower-case.

References

None.

Warnings

None.

Diagnostic Error Messages

None.

Exit status

It always exits with status 0.

Known bugs

None.

See also

Program name Description
consambig Create an ambiguous consensus sequence from a multiple alignment
megamerger Merge two large overlapping DNA sequences
merger Merge two overlapping sequences

Author(s)

Tim Carver (tcarver © rfcgr.mrc.ac.uk)
MRC Rosalind Franklin Centre for Genomics Research Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SB, UK

History

Target users

This program is intended to be used by everyone and everything, from naive users to embedded scripts.

Comments

None