/*
* Jalview - A Sequence Alignment Editor and Viewer (Version 2.7)
* Copyright (C) 2011 J Procter, AM Waterhouse, J Engelhardt, LM Lui, G Barton, M Clamp, S Searle
*
* This file is part of Jalview.
*
* Jalview is free software: you can redistribute it and/or
* modify it under the terms of the GNU General Public License
* as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.
*
* Jalview is distributed in the hope that it will be useful, but
* WITHOUT ANY WARRANTY; without even the implied warranty
* of MERCHANTABILITY or FITNESS FOR A PARTICULAR
* PURPOSE. See the GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License along with Jalview. If not, see .
*/
package jalview.analysis;
import java.awt.Color;
import java.util.*;
import jalview.datamodel.*;
/**
* Calculates conservation values for a given set of sequences
*
* @author $author$
* @version $Revision$
*/
public class Conservation
{
SequenceI[] sequences;
int start;
int end;
Vector seqNums; // vector of int vectors where first is sequence checksum
int maxLength = 0; // used by quality calcs
boolean seqNumsChanged = false; // updated after any change via calcSeqNum;
Hashtable[] total;
boolean canonicaliseAa = true; // if true then conservation calculation will
// map all symbols to canonical aa numbering
// rather than consider conservation of that
// symbol
/** Stores calculated quality values */
public Vector quality;
/** Stores maximum and minimum values of quality values */
public Double[] qualityRange = new Double[2];
String consString = "";
Sequence consSequence;
Hashtable propHash;
int threshold;
String name = "";
int[][] cons2;
/**
* Creates a new Conservation object.
*
* @param name
* Name of conservation
* @param propHash
* hash of properties for each symbol
* @param threshold
* to count the residues in residueHash(). commonly used value is 3
* @param sequences
* sequences to be used in calculation
* @param start
* start residue position
* @param end
* end residue position
*/
public Conservation(String name, Hashtable propHash, int threshold,
List sequences, int start, int end)
{
this.name = name;
this.propHash = propHash;
this.threshold = threshold;
this.start = start;
this.end = end;
maxLength = end - start + 1; // default width includes bounds of
// calculation
int s, sSize = sequences.size();
SequenceI[] sarray = new SequenceI[sSize];
this.sequences = sarray;
try {
for (s = 0; s < sSize; s++)
{
sarray[s] = (SequenceI) sequences.get(s);
if (sarray[s].getLength() > maxLength)
{
maxLength = sarray[s].getLength();
}
}
} catch (ArrayIndexOutOfBoundsException ex)
{
// bail - another thread has modified the sequence array, so the current calculation is probably invalid.
this.sequences=new SequenceI[0];
maxLength=0;
}
}
/**
* Translate sequence i into a numerical representation and store it in the
* i'th position of the seqNums array.
*
* @param i
*/
private void calcSeqNum(int i)
{
String sq = null; // for dumb jbuilder not-inited exception warning
int[] sqnum = null;
int sSize = sequences.length;
if ((i > -1) && (i < sSize))
{
sq = sequences[i].getSequenceAsString();
if (seqNums.size() <= i)
{
seqNums.addElement(new int[sq.length() + 1]);
}
if (sq.hashCode() != ((int[]) seqNums.elementAt(i))[0])
{
int j;
int len;
seqNumsChanged = true;
len = sq.length();
if (maxLength < len)
{
maxLength = len;
}
sqnum = new int[len + 1]; // better to always make a new array -
// sequence can change its length
sqnum[0] = sq.hashCode();
for (j = 1; j <= len; j++)
{
sqnum[j] = jalview.schemes.ResidueProperties.aaIndex[sq
.charAt(j - 1)];
}
seqNums.setElementAt(sqnum, i);
}
else
{
System.out.println("SEQUENCE HAS BEEN DELETED!!!");
}
}
else
{
// JBPNote INFO level debug
System.err
.println("ERROR: calcSeqNum called with out of range sequence index for Alignment\n");
}
}
/**
* Calculates the conservation values for given set of sequences
*/
public void calculate()
{
Hashtable resultHash, ht;
int thresh, j, jSize = sequences.length;
int[] values; // Replaces residueHash
String type, res = null;
char c;
Enumeration enumeration2;
total = new Hashtable[maxLength];
for (int i = start; i <= end; i++)
{
values = new int[255];
for (j = 0; j < jSize; j++)
{
if (sequences[j].getLength() > i)
{
c = sequences[j].getCharAt(i);
if (canonicaliseAa)
{ // lookup the base aa code symbol
c = (char) jalview.schemes.ResidueProperties.aaIndex[sequences[j]
.getCharAt(i)];
if (c > 20)
{
c = '-';
}
else
{
// recover canonical aa symbol
c = jalview.schemes.ResidueProperties.aa[c].charAt(0);
}
}
else
{
// original behaviour - operate on ascii symbols directly
// No need to check if its a '-'
if (c == '.' || c == ' ')
{
c = '-';
}
if (!canonicaliseAa && 'a' <= c && c <= 'z')
{
c -= (32); // 32 = 'a' - 'A'
}
}
values[c]++;
}
else
{
values['-']++;
}
}
// What is the count threshold to count the residues in residueHash()
thresh = (threshold * (jSize)) / 100;
// loop over all the found residues
resultHash = new Hashtable();
for (char v = '-'; v < 'Z'; v++)
{
if (values[v] > thresh)
{
res = String.valueOf(v);
// Now loop over the properties
enumeration2 = propHash.keys();
while (enumeration2.hasMoreElements())
{
type = (String) enumeration2.nextElement();
ht = (Hashtable) propHash.get(type);
// Have we ticked this before?
if (!resultHash.containsKey(type))
{
if (ht.containsKey(res))
{
resultHash.put(type, ht.get(res));
}
else
{
resultHash.put(type, ht.get("-"));
}
}
else if (((Integer) resultHash.get(type)).equals((Integer) ht
.get(res)) == false)
{
resultHash.put(type, new Integer(-1));
}
}
}
}
if (total.length>0) {
total[i - start] = resultHash;
}
}
}
/*****************************************************************************
* count conservation for the j'th column of the alignment
*
* @return { gap count, conserved residue count}
*/
public int[] countConsNGaps(int j)
{
int count = 0;
int cons = 0;
int nres = 0;
int[] r = new int[2];
char f = '$';
int i, iSize = sequences.length;
char c;
for (i = 0; i < iSize; i++)
{
if (j >= sequences[i].getLength())
{
count++;
continue;
}
c = sequences[i].getCharAt(j); // gaps do not have upper/lower case
if (jalview.util.Comparison.isGap((c)))
{
count++;
}
else
{
nres++;
if (nres == 1)
{
f = c;
cons++;
}
else if (f == c)
{
cons++;
}
}
}
r[0] = (nres == cons) ? 1 : 0;
r[1] = count;
return r;
}
/**
* Calculates the conservation sequence
*
* @param consflag
* if true, poitiveve conservation; false calculates negative
* conservation
* @param percentageGaps
* commonly used value is 25
*/
public void verdict(boolean consflag, float percentageGaps)
{
StringBuffer consString = new StringBuffer();
String type;
Integer result;
int[] gapcons;
int totGaps, count;
float pgaps;
Hashtable resultHash;
Enumeration enumeration;
// NOTE THIS SHOULD CHECK IF THE CONSEQUENCE ALREADY
// EXISTS AND NOT OVERWRITE WITH '-', BUT THIS CASE
// DOES NOT EXIST IN JALVIEW 2.1.2
for (int i = 0; i < start; i++)
{
consString.append('-');
}
for (int i = start; i <= end; i++)
{
gapcons = countConsNGaps(i);
totGaps = gapcons[1];
pgaps = ((float) totGaps * 100) / (float) sequences.length;
if (percentageGaps > pgaps)
{
resultHash = total[i - start];
// Now find the verdict
count = 0;
enumeration = resultHash.keys();
while (enumeration.hasMoreElements())
{
type = (String) enumeration.nextElement();
result = (Integer) resultHash.get(type);
// Do we want to count +ve conservation or +ve and -ve cons.?
if (consflag)
{
if (result.intValue() == 1)
{
count++;
}
}
else
{
if (result.intValue() != -1)
{
count++;
}
}
}
if (count < 10)
{
consString.append(count); // Conserved props!=Identity
}
else
{
consString.append((gapcons[0] == 1) ? "*" : "+");
}
}
else
{
consString.append('-');
}
}
consSequence = new Sequence(name, consString.toString(), start, end);
}
/**
*
*
* @return Conservation sequence
*/
public Sequence getConsSequence()
{
return consSequence;
}
// From Alignment.java in jalview118
public void findQuality()
{
findQuality(0, maxLength - 1);
}
/**
* DOCUMENT ME!
*/
private void percentIdentity2()
{
seqNums = new Vector();
// calcSeqNum(s);
int i = 0, iSize = sequences.length;
// Do we need to calculate this again?
for (i = 0; i < iSize; i++)
{
calcSeqNum(i);
}
if ((cons2 == null) || seqNumsChanged)
{
cons2 = new int[maxLength][24];
// Initialize the array
for (int j = 0; j < 24; j++)
{
for (i = 0; i < maxLength; i++)
{
cons2[i][j] = 0;
}
}
int[] sqnum;
int j = 0;
while (j < sequences.length)
{
sqnum = (int[]) seqNums.elementAt(j);
for (i = 1; i < sqnum.length; i++)
{
cons2[i - 1][sqnum[i]]++;
}
for (i = sqnum.length - 1; i < maxLength; i++)
{
cons2[i][23]++; // gap count
}
j++;
}
// unnecessary ?
/*
* for (int i=start; i <= end; i++) { int max = -1000; int maxi = -1; int
* maxj = -1;
*
* for (int j=0;j<24;j++) { if (cons2[i][j] > max) { max = cons2[i][j];
* maxi = i; maxj = j; } } }
*/
}
}
/**
* Calculates the quality of the set of sequences
*
* @param start
* Start residue
* @param end
* End residue
*/
public void findQuality(int start, int end)
{
quality = new Vector();
double max = -10000;
int[][] BLOSUM62 = jalview.schemes.ResidueProperties.getBLOSUM62();
// Loop over columns // JBPNote Profiling info
// long ts = System.currentTimeMillis();
// long te = System.currentTimeMillis();
percentIdentity2();
int size = seqNums.size();
int[] lengths = new int[size];
double tot, bigtot, sr, tmp;
double[] x, xx;
int l, j, i, ii, i2, k, seqNum;
for (l = 0; l < size; l++)
{
lengths[l] = ((int[]) seqNums.elementAt(l)).length - 1;
}
for (j = start; j <= end; j++)
{
bigtot = 0;
// First Xr = depends on column only
x = new double[24];
for (ii = 0; ii < 24; ii++)
{
x[ii] = 0;
for (i2 = 0; i2 < 24; i2++)
{
x[ii] += (((double) cons2[j][i2] * BLOSUM62[ii][i2]) + 4);
}
x[ii] /= size;
}
// Now calculate D for each position and sum
for (k = 0; k < size; k++)
{
tot = 0;
xx = new double[24];
seqNum = (j < lengths[k]) ? ((int[]) seqNums.elementAt(k))[j + 1]
: 23; // Sequence, or gap at the end
// This is a loop over r
for (i = 0; i < 23; i++)
{
sr = 0;
sr = (double) BLOSUM62[i][seqNum] + 4;
// Calculate X with another loop over residues
// System.out.println("Xi " + i + " " + x[i] + " " + sr);
xx[i] = x[i] - sr;
tot += (xx[i] * xx[i]);
}
bigtot += Math.sqrt(tot);
}
// This is the quality for one column
if (max < bigtot)
{
max = bigtot;
}
// bigtot = bigtot * (size-cons2[j][23])/size;
quality.addElement(new Double(bigtot));
// Need to normalize by gaps
}
double newmax = -10000;
for (j = start; j <= end; j++)
{
tmp = ((Double) quality.elementAt(j)).doubleValue();
tmp = ((max - tmp) * (size - cons2[j][23])) / size;
// System.out.println(tmp+ " " + j);
quality.setElementAt(new Double(tmp), j);
if (tmp > newmax)
{
newmax = tmp;
}
}
// System.out.println("Quality " + s);
qualityRange[0] = new Double(0);
qualityRange[1] = new Double(newmax);
}
/**
* complete the given consensus and quuality annotation rows. Note: currently
* this method will enlarge the given annotation row if it is too small,
* otherwise will leave its length unchanged.
*
* @param conservation
* conservation annotation row
* @param quality2
* (optional - may be null)
* @param istart
* first column for conservation
* @param alWidth
* extent of conservation
*/
public void completeAnnotations(AlignmentAnnotation conservation,
AlignmentAnnotation quality2, int istart, int alWidth)
{
char[] sequence = getConsSequence().getSequence();
float minR;
float minG;
float minB;
float maxR;
float maxG;
float maxB;
minR = 0.3f;
minG = 0.0f;
minB = 0f;
maxR = 1.0f - minR;
maxG = 0.9f - minG;
maxB = 0f - minB; // scalable range for colouring both Conservation and
// Quality
float min = 0f;
float max = 11f;
float qmin = 0f;
float qmax = 0f;
char c;
if (conservation.annotations != null
&& conservation.annotations.length < alWidth)
{
conservation.annotations = new Annotation[alWidth];
}
if (quality2 != null)
{
quality2.graphMax = qualityRange[1].floatValue();
if (quality2.annotations != null
&& quality2.annotations.length < alWidth)
{
quality2.annotations = new Annotation[alWidth];
}
qmin = qualityRange[0].floatValue();
qmax = qualityRange[1].floatValue();
}
for (int i = 0; i < alWidth; i++)
{
float value = 0;
c = sequence[i];
if (Character.isDigit(c))
{
value = (int) (c - '0');
}
else if (c == '*')
{
value = 11;
}
else if (c == '+')
{
value = 10;
}
float vprop = value - min;
vprop /= max;
conservation.annotations[i] = new Annotation(String.valueOf(c),
String.valueOf(value), ' ', value, new Color(minR
+ (maxR * vprop), minG + (maxG * vprop), minB
+ (maxB * vprop)));
// Quality calc
if (quality2 != null)
{
value = ((Double) quality.elementAt(i)).floatValue();
vprop = value - qmin;
vprop /= qmax;
quality2.annotations[i] = new Annotation(" ",
String.valueOf(value), ' ', value, new Color(minR
+ (maxR * vprop), minG + (maxG * vprop), minB
+ (maxB * vprop)));
}
}
}
/**
* construct and call the calculation methods on a new Conservation object
* @param name - name of conservation
* @param consHash - hash table of properties for each amino acid (normally ResidueProperties.propHash)
* @param threshold - minimum number of conserved residues needed to indicate conservation (typically 3)
* @param seqs
* @param start first column in calculation window
* @param end last column in calculation window
* @param posOrNeg positive (true) or negative (false) conservation
* @param consPercGaps percentage of gaps tolerated in column
* @param calcQuality flag indicating if alignment quality should be calculated
* @return Conservation object ready for use in visualization
*/
public static Conservation calculateConservation(String name,
Hashtable consHash, int threshold, List seqs, int start, int end, boolean posOrNeg, int consPercGaps, boolean calcQuality)
{
Conservation cons = new Conservation(name, consHash, threshold, seqs, start,end);
return calculateConservation(cons, posOrNeg, consPercGaps, calcQuality);
}
/**
* @param b positive (true) or negative (false) conservation
* @param consPercGaps percentage of gaps tolerated in column
* @param calcQuality flag indicating if alignment quality should be calculated
* @return Conservation object ready for use in visualization
*/
public static Conservation calculateConservation(Conservation cons, boolean b, int consPercGaps, boolean calcQuality)
{
cons.calculate();
cons.verdict(b, consPercGaps);
if (calcQuality)
{
cons.findQuality();
}
return cons;
}
}