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/*
* Copyright (C) 2014-2021 Brian L. Browning
*
* This file is part of Beagle
*
* Beagle 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.
*
* Beagle 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 this program. If not, see <http://www.gnu.org/licenses/>.
*/
package phase;
import blbutil.DoubleArray;
import blbutil.FloatArray;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Comparator;
import java.util.List;
import java.util.function.Predicate;
import java.util.stream.IntStream;
import vcf.GT;
import vcf.MarkerMap;
/**
* <p>Class {@code Ibs2} stores IBS2 segments that any target sample shares
* with another target sample.</p>
*
* <p>Instances of {@code Ibs2} are immutable.</p>
*
* @author Brian L. Browning {@code <browning@uw.edu>}
*/
public final class Ibs2 {
private static final float MIN_IBS2_CM = 2.0f;
private static final float MAX_IBD_GAP_CM = 4.0f;
private static final Comparator<SampleSeg> sampComparator = SampleSeg.sampleComp();
private final int nMarkers;
private final SampleSeg[][] sampleSegs; // [targ sample][segment]
/**
* Constructs a new {@code Ibs2} instance from the specified data.
* @param targGT the target genotype data
* @param map a list whose {@code j}-th element is the genetic map position
* of the {@code j}-th the marker
* @param maf a list whose {@code j}-th element is the estimated
* minor allele frequency of the {@code j}-th the marker
* @throws IllegalArgumentException if
* {@code targGT.nMarkers() != map.genPos().size()}
* @throws IllegalArgumentException if
* {@code targGT.nMarkers() != maf.size()}
* @throws NullPointerException if
* {@code (targGT == null || map == null || maf == null)}
*/
public Ibs2(GT targGT, MarkerMap map, FloatArray maf) {
Ibs2Markers ibs2Markers = new Ibs2Markers(targGT, map, maf);
Ibs2Sets ibs2Sets = new Ibs2Sets(targGT, ibs2Markers);
DoubleArray genPos = map.genPos();
this.nMarkers = targGT.nMarkers();
this.sampleSegs = IntStream.range(0, targGT.nSamples())
.parallel()
.mapToObj(s -> ibs2Segments(targGT, genPos, ibs2Sets, s))
.toArray(SampleSeg[][]::new);
}
private static SampleSeg[] ibs2Segments(GT targGT, DoubleArray genPos,
Ibs2Sets ibs2Sets, int sample) {
SampleSeg[] segList = ibs2Sets.segList(sample);
Arrays.sort(segList, sampComparator);
segList = mergeSegments(segList, genPos);
segList = extendSegments(targGT, sample, segList);
segList = mergeSegments(segList, genPos);
return applyLengthFilter(segList, genPos);
}
private static SampleSeg[] mergeSegments(SampleSeg[] list, DoubleArray genPos) {
if (list.length<2) {
return list;
}
List<SampleSeg> merged = new ArrayList<>();
SampleSeg prev = list[0];
for (int j=1; j<list.length; ++j) {
SampleSeg next = list[j];
if (prev.sample()==next.sample()
&& gapCM(prev, next, genPos) <= MAX_IBD_GAP_CM) {
// Two segments can have identical end markers after extension
// because homozygous regions are excluded in initial IBS2
// discovery but are included in extendSegments() method.
assert prev.inclEnd()<=next.inclEnd();
prev = new SampleSeg(prev.sample(), prev.start(), next.inclEnd());
}
else {
merged.add(prev);
prev = next;
}
}
merged.add(prev);
return merged.toArray(new SampleSeg[0]);
}
private static double gapCM(SampleSeg prev, SampleSeg next,
DoubleArray genPos) {
return genPos.get(next.start()) - genPos.get(prev.inclEnd());
}
private static SampleSeg[] extendSegments(GT targGT, int sample,
SampleSeg[] list) {
return Arrays.stream(list)
.map(ss -> extend(targGT, sample, ss))
.toArray(SampleSeg[]::new);
}
private static SampleSeg extend(GT targGT, int sample, SampleSeg ss) {
int nMarkers = targGT.nMarkers();
int sample2 = ss.sample();
int inclStart = ss.start();
int exclEnd = ss.inclEnd() + 1;
while (inclStart>0 && ibs2(targGT, inclStart-1, sample, sample2)) {
--inclStart;
}
while (exclEnd<nMarkers && ibs2(targGT, exclEnd, sample, sample2)) {
++exclEnd;
}
return new SampleSeg(sample2, inclStart, exclEnd - 1);
}
private static boolean ibs2(GT targGT, int m, int s1, int s2) {
int hap1 = s1 << 1;
int hap2 = s2 << 1;
int a1 = targGT.allele(m, hap1);
int a2 = targGT.allele(m, hap1 | 0b1);
int b1 = targGT.allele(m, hap2);
int b2 = targGT.allele(m, hap2 | 0b1);
return arePhaseConsistent(a1, a2, b1, b2)
|| arePhaseConsistent(a1, a2, b2, b1);
}
private static boolean arePhaseConsistent(int a1, int a2, int b1, int b2) {
return (a1<0 || b1<0 || a1==b1) && (a2<0 || b2<0 || a2==b2);
}
private static SampleSeg[] applyLengthFilter(SampleSeg[] list, DoubleArray genPos) {
Predicate<SampleSeg> predicate =
ss -> (genPos.get(ss.inclEnd()) - genPos.get(ss.start())) >= MIN_IBS2_CM;
return Arrays.stream(list)
.filter(predicate)
.toArray(SampleSeg[]::new);
}
/**
* Returns the number of markers.
* @return the number of markers
*/
public int nMarkers() {
return nMarkers;
}
/**
* Returns the number of target samples.
* @return the number of target samples
*/
public int nTargSamples() {
return sampleSegs.length;
}
/**
* Returns the number of IBS2 segments for the specified target sample
* @param targSample a target sample index
* @return the number of IBS2 segments for the specified target sample
* @throws IndexOutOfBoundsException if
* {@code targSample < 0 || targSample >= this.nTargSamples()}
*/
public int nIbs2Segments(int targSample) {
return sampleSegs[targSample].length;
}
/**
* Returns {@code true} if {@code (otherSample < this.nTargSamples()}
* and the specified samples are estimated to be IBS2 at the specified
* marker, and returns {@code false} otherwise.
* @param targSample a target sample index
* @param otherSample a sample index
* @param marker a marker index
* @return {@code true} if the specified samples are estimated
* to be IBD2 at the specified marker
* @throws IndexOutOfBoundsException if
* {@code (targSample < 0 || targSample >= this.nTargSamples())}
* @throws IndexOutOfBoundsException if {@code otherSample < 0}
* @throws IndexOutOfBoundsException if
* {@code (marker < 0 || marker >= this.nMarkers())}
*/
public boolean areIbs2(int targSample, int otherSample, int marker) {
if (targSample>=sampleSegs.length) {
throw new IndexOutOfBoundsException(String.valueOf(targSample));
}
if (otherSample<0) {
throw new IndexOutOfBoundsException(String.valueOf(otherSample));
}
if (marker<0 || marker >= nMarkers) {
throw new IndexOutOfBoundsException(String.valueOf(marker));
}
if (targSample==otherSample) {
return true;
}
if (sampleSegs[targSample].length>0 && otherSample<sampleSegs.length) {
for (SampleSeg ss : sampleSegs[targSample]) {
if (ss.sample()==otherSample) {
if (ss.start()<=marker && marker<=ss.inclEnd()) {
return true;
}
}
}
}
return false;
}
/**
* Returns {@code true} if
* {@code (0 <= otherSample && otherSample < this.nTargSamples())}
* and the specified samples are estimated to be IBS2 within the
* specified interval and returns {@code false} otherwise.
* @param targSample a target sample index
* @param otherSample a sample index
* @param start the starting marker index
* @param inclEnd the ending marker index (inclusive)
* @return {@code true} if
* {@code (0 <= otherSample && otherSample < this.nTargSamples())}
* and the specified samples are estimated to be IBS2 within the
* specified interval
* @throws IndexOutOfBoundsException if
* {@code (targSample < 0 || targSample >= this.nTargSamples())}
* @throws IndexOutOfBoundsException if
* {@code start > inclEnd}
*/
public boolean areIbs2(int targSample, int otherSample, int start, int inclEnd) {
if (start>inclEnd) {
throw new IndexOutOfBoundsException(String.valueOf(start));
}
final boolean sameSample = targSample==otherSample;
// "sampleSegs[targSample].length==0" comparison must come first in following
// conditional statement so that targSample is checked for out-of-bounds error
if (sampleSegs[targSample].length==0 || sameSample) {
return sameSample;
}
for (SampleSeg ss : sampleSegs[targSample]) {
if (ss.sample()==otherSample) {
if (start<=ss.inclEnd() && ss.start()<=inclEnd) {
return true;
}
}
}
return false;
}
}
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