# $Id: pICalculator.pm 16123 2009-09-17 12:57:27Z cjfields $ # # BioPerl module for Bio::Tools::pICalculator # # Copyright (c) 2002, Merck & Co. Inc. All Rights Reserved. # # # You may distribute this module under the same terms as perl itself # POD documentation - main docs before the code =head1 NAME Bio::Tools::pICalculator - calculate the isoelectric point of a protein =head1 DESCRIPTION Calculates the isoelectric point of a protein, the pH at which there is no overall charge on the protein. Calculates the charge on a protein at a given pH. Can use built-in sets of pK values or custom pK sets. =head1 SYNOPSIS use Bio::Tools::pICalculator; use Bio::SeqIO; my $in = Bio::SeqIO->new( -fh => \*STDIN , -format => 'Fasta' ); my $calc = Bio::Tools::pICalculator->new(-places => 2, -pKset => 'EMBOSS'); while ( my $seq = $in->next_seq ) { $calc->seq($seq); my $iep = $calc->iep; print sprintf( "%s\t%s\t%.2f\n", $seq->id, $iep, $calc->charge_at_pH($iep) ); for( my $i = 0; $i <= 14; $i += 0.5 ){ print sprintf( "pH = %.2f\tCharge = %.2f\n", $i, $calc->charge_at_pH($i) ); } } =head1 SEE ALSO http://fields.scripps.edu/DTASelect/20010710-pI-Algorithm.pdf http://emboss.sourceforge.net/apps/cvs/emboss/apps/iep.html http://us.expasy.org/tools/pi_tool.html =head1 LIMITATIONS There are various sources for the pK values of the amino acids. The set of pK values chosen will affect the pI reported. The charge state of each residue is assumed to be independent of the others. Protein modifications (such as a phosphate group) that have a charge are ignored. =head1 FEEDBACK =head2 Mailing Lists User feedback is an integral part of the evolution of this and other Bioperl modules. Send your comments and suggestions preferably to one of the Bioperl mailing lists. Your participation is much appreciated. bioperl-l@bioperl.org - General discussion http://bioperl.org/wiki/Mailing_lists - About the mailing lists =head2 Bugs Report bugs to the Bioperl bug tracking system to help us keep track the bugs and their resolution. Bug reports can be submitted via the web: http://bugzilla.open-bio.org/ =head1 AUTHOR Mark Southern (mark_southern@merck.com). From an algorithm by David Tabb found at http://fields.scripps.edu/DTASelect/20010710-pI-Algorithm.pdf. Modification for Bioperl, additional documentation by Brian Osborne. =head1 COPYRIGHT Copyright (c) 2002, Merck & Co. Inc. All Rights Reserved. This module is free software. It may be used, redistributed and/or modified under the terms of the Perl Artistic License (see http://www.perl.com/perl/misc/Artistic.html) =head1 APPENDIX The rest of the documentation details each of the object methods. Private methods are usually preceded by a _. =cut # Let the code begin... package Bio::Tools::pICalculator; use strict; use base qw(Bio::Root::Root); # pK values from the DTASelect program from Scripps # http://fields.scripps.edu/DTASelect my $DTASelect_pK = { N_term => 8.0, K => 10.0, # Lys R => 12.0, # Arg H => 6.5, # His D => 4.4, # Asp E => 4.4, # Glu C => 8.5, # Cys Y => 10.0, # Tyr C_term => 3.1 }; # pK values from the iep program from EMBOSS # http://emboss.sourceforge.net/apps/cvs/emboss/apps/iep.html my $Emboss_pK = { N_term => 8.6, K => 10.8, # Lys R => 12.5, # Arg H => 6.5, # His D => 3.9, # Asp E => 4.1, # Glu C => 8.5, # Cys Y => 10.1, # Tyr C_term => 3.6 }; =head2 desc Title : new Usage : Bio::Tools::pICalculator->new Function: Instantiates the Bio::Tools::pICalculator object Example : $calc = Bio::Tools::pICalculator->new( -pKset => \%pKvalues, # a Bio::Seq object -seq => $seq, -places => 2 ); or: $calc = Bio::Tools::pICalculator->new( -pKset => 'string', # a Bio::Seq object -seq => $seq, -places => 1 ); Constructs a new pICalculator. Arguments are a flattened hash. Valid, optional keys are: pKset - A reference to a hash with key value pairs for the pK values of the charged amino acids. Required keys are: N_term C_term K R H D E C Y pKset - A string ( 'DTASelect' or 'EMBOSS' ) that will specify an internal set of pK values to be used. The default is 'EMBOSS' seq - A Bio::Seq sequence object to analyze places - The number of decimal places to use in the isoelectric point calculation. The default is 2. Returns : The description Args : The description or none =cut sub new { my( $class, %opts ) = @_; my $self = $class->SUPER::new(%opts); $self = bless {}, ref $self || $self; $self->seq( $opts{-seq} ) if exists $opts{-seq}; $self->pKset( $opts{-pKset} || 'EMBOSS' ); exists $opts{-places} ? $self->places( $opts{-places} ) : $self->places(2); return $self; } =head2 seq Title : seq Usage : $calc->seq($seqobj) Function: Sets or returns the Bio::Seq used in the calculation Example : $seqobj = Bio::Seq->new(-seq=>"gghhhmmm",-id=>"GHM"); $calc = Bio::Tools::pICalculator->new; $calc->seq($seqobj); Returns : Bio::Seq object Args : Bio::Seq object or none =cut sub seq { my( $this, $seq ) = @_; unless( defined $seq && UNIVERSAL::isa($seq,'Bio::Seq') ){ $this->throw("$seq is not a valid Bio::Seq object"); } $this->{-seq} = $seq; $this->{-count} = count_charged_residues( $seq ); return $this->{-seq}; } =head2 pKset Title : pKset Usage : $pkSet = $calc->pKSet(\%pKSet) Function: Sets or returns the hash of pK values used in the calculation Example : $calc->pKset('emboss') Returns : reference to pKset hash Args : The reference to a pKset hash, a string, or none. Examples: pKset - A reference to a hash with key value pairs for the pK values of the charged amino acids. Required keys are: N_term C_term K R H D E C Y pKset - A valid string ( 'DTASelect' or 'EMBOSS' ) that will specify an internal set of pK values to be used. The default is 'EMBOSS' =cut sub pKset { my ( $this, $pKset ) = @_; if( ref $pKset eq 'HASH' ){ # user defined pK values $this->{-pKset} = $pKset; }elsif( $pKset =~ /^emboss$/i ){ # from EMBOSS's iep program $this->{-pKset} = $Emboss_pK; }elsif( $pKset =~ /^dtaselect$/i ){ # from DTASelect (scripps) $this->{-pKset} = $DTASelect_pK; }else{ # default to EMBOSS $this->{-pKset} = $Emboss_pK; } return $this->{-pKset}; } sub places { my $this = shift; $this->{-places} = shift if @_; return $this->{-places}; } =head2 iep Title : iep Usage : $calc->iep Function: Returns the isoelectric point Example : $calc = Bio::Tools::pICalculator->new(-places => 2); $calc->seq($seqobj); $iep = $calc->iep; Returns : The isoelectric point of the sequence in the Bio::Seq object Args : None =cut sub iep { my $this = shift; return _calculate_iep($this->{-pKset}, $this->{-places}, $this->{-seq}, $this->{-count} ); } =head2 charge_at_pH Title : charge_at_pH Usage : $charge = $calc->charge_at_pH($pH) Function: Sets or gets the description of the sequence Example : $calc = Bio::Tools::pICalculator->new(-places => 2); $calc->seq($seqobj); $charge = $calc->charge_at_ph("7"); Returns : The predicted charge at the given pH Args : pH =cut sub charge_at_pH { my $this = shift; return _calculate_charge_at_pH( shift, $this->{-pKset}, $this->{-count} ); } sub count_charged_residues { my $seq = shift; my $sequence = $seq->seq; my $count; for ( qw( K R H D E C Y ) ){ # charged AA's $count->{$_}++ while $sequence =~ /$_/ig; } return $count; } sub _calculate_iep { my( $pK, $places, $seq, $count ) = @_; my $pH = 7.0; my $step = 3.5; my $last_charge = 0.0; my $format = "%.${places}f"; unless( defined $count ){ $count = count_charged_residues($seq); } while(1){ my $charge = _calculate_charge_at_pH( $pH, $pK, $count ); last if sprintf($format,$charge) == sprintf($format,$last_charge); $charge > 0 ? ( $pH += $step ) : ( $pH -= $step ); $step /= 2.0; $last_charge = $charge; } return sprintf( $format, $pH ); } # it's the sum of all the partial charges for the # termini and all of the charged aa's! sub _calculate_charge_at_pH { no warnings; # don't complain if a given key doesn't exist my( $pH, $pK, $count ) = @_; my $charge = _partial_charge( $pK->{N_term}, $pH ) + $count->{K} * _partial_charge( $pK->{K}, $pH ) + $count->{R} * _partial_charge( $pK->{R}, $pH ) + $count->{H} * _partial_charge( $pK->{H}, $pH ) - $count->{D} * _partial_charge( $pH, $pK->{D} ) - $count->{E} * _partial_charge( $pH, $pK->{E} ) - $count->{C} * _partial_charge( $pH, $pK->{C} ) - $count->{Y} * _partial_charge( $pH, $pK->{Y} ) - _partial_charge( $pH, $pK->{C_term} ); return $charge; } # Concentration Ratio is 10**(pK - pH) for positive groups # and 10**(pH - pK) for negative groups sub _partial_charge { my $cr = 10 ** ( $_[0] - $_[1] ); return $cr / ( $cr + 1 ); } 1; __END__