public override void MapReadToFeature(List <FeatureLocation> features, Dictionary <string, Dictionary <char, List <SAMAlignedLocation> > > chrStrandReadMap)
{
base.MapReadToFeature(features, chrStrandReadMap);
if (allowNTA)
{
//NTA has to be at the end of tRNA.
features.RemoveAll(m =>
{
m.SamLocations.RemoveAll(l =>
{
var loc = l.SamLocation;
if (!loc.Parent.Qname.Contains(SmallRNAConsts.NTA_TAG))
{
return(false);
}
var nta = loc.Parent.Qname.StringAfter(SmallRNAConsts.NTA_TAG);
if (nta.Length == 0)
{
return(false);
}
if (loc.End != l.FeatureLocation.End || !allowedNTAs.Contains(nta))
{
return(true);
}
if (nta.Equals("CC"))
{
return(!cca.Contains(loc.Parent.Qname.StringBefore(SmallRNAConsts.NTA_TAG)));
}
return(false);
});
return(m.SamLocations.Count == 0);
});
SmallRNAUtils.SelectBestMatchedNTA(features);
}
else
{
//all queries with NTA will be removed.
features.RemoveAll(m =>
{
m.SamLocations.RemoveAll(l =>
{
var loc = l.SamLocation;
if (!loc.Parent.Qname.Contains(SmallRNAConsts.NTA_TAG))
{
return(false);
}
var nta = loc.Parent.Qname.StringAfter(SmallRNAConsts.NTA_TAG);
return(nta.Length > 0);
});
return(m.SamLocations.Count == 0);
});
}
}
public virtual void MapReadToFeatureAndRemoveFromMap(List <FeatureLocation> allFeatures, Dictionary <string, Dictionary <char, List <SAMAlignedLocation> > > chrStrandReadMap)
{
var features = allFeatures.Where(l => Accept(l)).ToList();
Progress.SetMessage("Mapping reads to {0} {1} entries.", features.Count, MapperName);
if (features.Count > 0)
{
MapReadToFeature(features, chrStrandReadMap);
var reads = SmallRNAUtils.GetMappedReads(features);
Progress.SetMessage("There are {0} SAM entries mapped to {1} entries.", reads.Count, MapperName);
SmallRNAUtils.RemoveReadsFromMap(chrStrandReadMap, reads);
}
else
{
Progress.SetMessage("There are 0 SAM entries mapped to {0} entries.", MapperName);
}
}
public override void MapReadToFeature(List <FeatureLocation> features, Dictionary <string, Dictionary <char, List <SAMAlignedLocation> > > chrStrandReadMap)
{
base.MapReadToFeature(features, chrStrandReadMap);
//For each query, keep the one with the best offset
var fsls = (from m in features
from l in m.SamLocations
select l).GroupBy(m => m.SamLocation.Parent).ToList().ConvertAll(m => m.ToArray());
//filter offset by priority
foreach (var fsl in fsls)
{
if (fsl.Count() == 1)
{
continue;
}
var bestOffset = fsl.Min(m => Options.Offsets.IndexOf(m.Offset));
foreach (var f in fsl)
{
if (Options.Offsets.IndexOf(f.Offset) != bestOffset)
{
f.FeatureLocation.SamLocations.Remove(f);
f.SamLocation.Features.Remove(f.FeatureLocation);
}
}
}
//filter NTA
if (hasNTA)
{
//remove all CCAA NTA which is designed for tRNA
features.RemoveAll(m =>
{
m.SamLocations.RemoveAll(s => s.SamLocation.Parent.Qname.StringAfter(SmallRNAConsts.NTA_TAG).Equals("CCAA"));
return(m.SamLocations.Count == 0);
});
SmallRNAUtils.SelectBestMatchedNTA(features);
}
}
public override IEnumerable <string> Process()
{
var countfiles = options.GetCountFiles();
Dictionary <string, FeatureItem> featureMap = new Dictionary <string, FeatureItem>();
List <string> samples = new List <string>();
for (int i = 0; i < countfiles.Count; i++)
{
var file = countfiles[i];
samples.Add(file.Name);
Progress.SetMessage("Reading {0}/{1} {2}...", i + 1, countfiles.Count, file.File);
var mapped = new FeatureItemGroupXmlFormat().ReadFromFile(file.File);
mapped.GetQueries().ForEach(m => m.Sample = file.Name);
//merge data by feature
foreach (var group in mapped)
{
foreach (var curFeature in group)
{
FeatureItem existFeature;
if (featureMap.TryGetValue(curFeature.Name, out existFeature))
{
var existLocationMap = existFeature.Locations.ToDictionary(l => l.GetLocation());
foreach (var curLocation in curFeature.Locations)
{
FeatureLocation existLocation;
if (existLocationMap.TryGetValue(curLocation.GetLocation(), out existLocation))
{
existLocation.SamLocations.AddRange(curLocation.SamLocations);
}
else
{
existFeature.Locations.Add(curLocation);
}
}
}
else // add to feature map
{
featureMap[curFeature.Name] = curFeature;
}
}
}
}
var features = featureMap.Values.ToList();
samples.Sort();
var allGroups = new List <FeatureItemGroup>();
var result = new List <string>();
var allTRNA = features.All(l => l.Name.StartsWith(SmallRNAConsts.tRNA));
if (!options.NoCategory)
{
if (!allTRNA)
{
//output miRNA
Progress.SetMessage("Grouping microRNA by sequence ...");
var miRNAGroup = features.Where(m => m.Name.StartsWith(SmallRNAConsts.miRNA)).GroupBySequence().OrderByDescending(m => m.GetEstimatedCount()).ThenBy(m => m.Name).ToList();
//Progress.SetMessage("Writing microRNA xml file ...");
//new FeatureItemGroupXmlFormat().WriteToFile(options.OutputFile + ".miRNA.xml", miRNAGroup);
Progress.SetMessage("Writing microRNA ...");
var miRNAFile = Path.ChangeExtension(options.OutputFile, SmallRNAConsts.miRNA + ".count");
result.AddRange(new MirnaNTACountTableWriter().WriteToFile(miRNAFile, miRNAGroup, samples, SmallRNAConsts.miRNA + ":"));
new SmallRNAPositionWriter().WriteToFile(miRNAFile + ".position", miRNAGroup);
allGroups.AddRange(miRNAGroup);
}
//output tRNA
Progress.SetMessage("Grouping tRNA by anticodon ...");
var tRNAs = features.Where(m => m.Name.StartsWith(SmallRNAConsts.tRNA)).ToList();
var tRNAGroup = tRNAs.GroupByFunction(SmallRNAUtils.GetTrnaAnticodon).OrderByDescending(m => m.GetEstimatedCount()).ThenBy(m => m.Name).ToList();
var tRNAFile = Path.ChangeExtension(options.OutputFile, SmallRNAConsts.tRNA + ".count");
Progress.SetMessage("Writing tRNA anticodon ...");
result.AddRange(new TrnaNTACountTableWriter().WriteToFile(tRNAFile, tRNAGroup, samples, SmallRNAConsts.tRNA + ":"));
Progress.SetMessage("Writing tRNA anticodon position ...");
new SmallRNAPositionWriter(m => SmallRNAUtils.GetTrnaAnticodon(m[0]), positionByPercentage: true).WriteToFile(tRNAFile + ".position", tRNAGroup);
new SmallRNAStartPositionWriter(m => SmallRNAUtils.GetTrnaAnticodon(m[0])).WriteToFile(tRNAFile + ".startpos", tRNAGroup);
allGroups.AddRange(tRNAGroup);
//output tRNA aminoacid
Progress.SetMessage("Grouping tRNA by amino acid ...");
tRNAGroup = tRNAs.GroupByFunction(SmallRNAUtils.GetTrnaAminoacid, true).OrderByDescending(m => m.GetEstimatedCount()).ThenBy(m => m.Name).ToList();
tRNAFile = Path.ChangeExtension(options.OutputFile, SmallRNAConsts.tRNA + ".aminoacid.count");
Progress.SetMessage("Writing tRNA amino acid ...");
result.AddRange(new SmallRNACountTableWriter().WriteToFile(tRNAFile, tRNAGroup, samples, SmallRNAConsts.tRNA + ":"));
Progress.SetMessage("Writing tRNA aminoacid position ...");
new SmallRNAPositionWriter(m => SmallRNAUtils.GetTrnaAminoacid(m[0]), positionByPercentage: true).WriteToFile(tRNAFile + ".position", tRNAGroup);
if (!allTRNA)
{
var exportBiotypes = SmallRNAUtils.GetOutputBiotypes(options);
foreach (var biotype in exportBiotypes)
{
OutputBiotype(samples, features, allGroups, result, biotype, m => m.StartsWith(biotype), !biotype.Equals(SmallRNABiotype.rRNA.ToString()), !biotype.Equals(SmallRNABiotype.rRNA.ToString()));
}
var biotypes = new[] { SmallRNAConsts.miRNA, SmallRNAConsts.tRNA }.Union(exportBiotypes).ToList();
OutputBiotype(samples, features, allGroups, result, "", m => !biotypes.Any(l => m.StartsWith(l)), false, false);
}
}
else
{
Progress.SetMessage("Grouping features by identical query ...");
allGroups = features.GroupByIdenticalQuery().OrderByDescending(m => m.GetEstimatedCount()).ThenBy(m => m.Name).ToList();
}
//output all smallRNA
Progress.SetMessage("Writing all smallRNA ...");
result.AddRange(new SmallRNACountTableWriter().WriteToFile(options.OutputFile, allGroups, samples, ""));
Progress.SetMessage("Done ...");
return(result);
}
public override IEnumerable <string> Process()
{
var result = new List <string>();
//read regions
var featureLocations = options.GetSequenceRegions();
Progress.SetMessage("There are {0} coordinate entries", featureLocations.Count);
if (featureLocations.Count == 0)
{
throw new Exception(string.Format("No coordinate found in file {0}", options.CoordinateFile));
}
var fGroups = featureLocations.GroupBy(l => l.Category).OrderByDescending(l => l.Count()).ToList();
foreach (var fg in fGroups)
{
Console.WriteLine("{0} = {1}", fg.Key, fg.Count());
}
var featureChroms = new HashSet <string>(from feature in featureLocations
select feature.Seqname);
var resultFilename = options.OutputFile;
result.Add(resultFilename);
HashSet <string> cca = new HashSet <string>();
if (File.Exists(options.CCAFile))
{
cca = new HashSet <string>(File.ReadAllLines(options.CCAFile));
}
//parsing reads
List <QueryInfo> totalQueries;
var reads = ParseCandidates(options.InputFiles, resultFilename, out totalQueries);
if (reads.Count == 0)
{
throw new ArgumentException("No read found in file " + options.InputFiles.Merge(","));
}
HashSet <string> excludeQueries = new HashSet <string>();
if (!string.IsNullOrEmpty(options.ExcludeXml))
{
Progress.SetMessage("Excluding queries in {0} ...", options.ExcludeXml);
excludeQueries = new HashSet <string>(from q in MappedItemGroupXmlFileFormat.ReadQueries(options.ExcludeXml)
select q.StringBefore(SmallRNAConsts.NTA_TAG));
reads.RemoveAll(m => excludeQueries.Contains(m.Locations.First().Parent.Qname.StringBefore(SmallRNAConsts.NTA_TAG)));
Progress.SetMessage("Total candidate {0} for mapping ...", reads.Count);
}
var hasMicroRnaNTA = reads.Any(l => l.NTA.Length > 0);
var hasTrnaNTA = hasMicroRnaNTA || File.Exists(options.CCAFile);
if (!options.NoCategory)
{
//First of all, draw candidate mapping position graph
var miRNAPositionFile = Path.ChangeExtension(options.OutputFile, SmallRNAConsts.miRNA + ".candidates.position");
if (!options.NotOverwrite || !File.Exists(miRNAPositionFile))
{
Progress.SetMessage("Drawing microRNA candidates position pictures...");
var notNTAreads = hasMicroRnaNTA ? reads.Where(m => m.NTA.Length == 0).ToList() : reads;
DrawPositionImage(notNTAreads, featureLocations.Where(m => m.Category.Equals(SmallRNAConsts.miRNA)).ToList(), SmallRNABiotype.miRNA.ToString(), miRNAPositionFile);
}
}
var featureGroups = new List <FeatureItemGroup>();
var mappedfile = resultFilename + ".mapped.xml";
if (File.Exists(mappedfile) && options.NotOverwrite)
{
Progress.SetMessage("Reading mapped feature items...");
featureGroups = new FeatureItemGroupXmlFormat().ReadFromFile(mappedfile);
}
else
{
Progress.SetMessage("Mapping feature items...");
//mapping reads to features based on miRNA, tRNA, mt_tRNA and other smallRNA priority
MapReadToSequenceRegion(featureLocations, reads, cca, hasMicroRnaNTA, hasTrnaNTA);
var featureMapped = featureLocations.GroupByName();
featureMapped.RemoveAll(m => m.GetEstimatedCount() == 0);
featureMapped.ForEach(m => m.CombineLocations());
if (options.NoCategory)
{
featureGroups = featureMapped.GroupByIdenticalQuery();
}
else
{
var mirnaGroups = featureMapped.Where(m => m.Name.StartsWith(SmallRNAConsts.miRNA)).GroupBySequence();
if (mirnaGroups.Count > 0)
{
OrderFeatureItemGroup(mirnaGroups);
Progress.SetMessage("writing miRNA count ...");
var mirnaCountFile = Path.ChangeExtension(resultFilename, "." + SmallRNAConsts.miRNA + ".count");
new SmallRNACountMicroRNAWriter(options.Offsets).WriteToFile(mirnaCountFile, mirnaGroups);
result.Add(mirnaCountFile);
featureGroups.AddRange(mirnaGroups);
var positionFile = Path.ChangeExtension(options.OutputFile, SmallRNAConsts.miRNA + ".position");
SmallRNAMappedPositionBuilder.Build(mirnaGroups, Path.GetFileNameWithoutExtension(options.OutputFile), positionFile, m => m[0].Name.StringAfter(":"));
}
mirnaGroups.Clear();
var trnaCodeGroups = featureMapped.Where(m => m.Name.StartsWith(SmallRNAConsts.tRNA)).GroupByFunction(SmallRNAUtils.GetTrnaAnticodon, false);
if (trnaCodeGroups.Count > 0)
{
OrderFeatureItemGroup(trnaCodeGroups);
Progress.SetMessage("writing tRNA code count ...");
var trnaCodeCountFile = Path.ChangeExtension(resultFilename, "." + SmallRNAConsts.tRNA + ".count");
new FeatureItemGroupCountWriter(m => m.DisplayNameWithoutCategory).WriteToFile(trnaCodeCountFile, trnaCodeGroups);
result.Add(trnaCodeCountFile);
featureGroups.AddRange(trnaCodeGroups);
var positionFile = Path.ChangeExtension(options.OutputFile, SmallRNAConsts.tRNA + ".position");
SmallRNAMappedPositionBuilder.Build(trnaCodeGroups, Path.GetFileName(options.OutputFile), positionFile, m => m[0].Name.StringAfter(":"));
}
trnaCodeGroups.Clear();
var otherFeatures = featureMapped.Where(m => !m.Name.StartsWith(SmallRNAConsts.miRNA) && !m.Name.StartsWith(SmallRNAConsts.tRNA)).ToList();
var exportBiotypes = SmallRNAUtils.GetOutputBiotypes(options);
foreach (var biotype in exportBiotypes)
{
WriteGroups(result, resultFilename, featureGroups, otherFeatures, biotype);
}
var leftFeatures = otherFeatures.Where(l => !exportBiotypes.Any(b => l.Name.StartsWith(b))).ToList();
WriteGroups(result, resultFilename, featureGroups, leftFeatures, null);
}
Progress.SetMessage("writing all smallRNA count ...");
new FeatureItemGroupCountWriter().WriteToFile(resultFilename, featureGroups);
result.Add(resultFilename);
Progress.SetMessage("writing mapping details...");
new FeatureItemGroupXmlFormatHand().WriteToFile(mappedfile, featureGroups);
}
var readSummary = GetReadSummary(featureGroups, excludeQueries, reads, totalQueries);
WriteInfoFile(result, resultFilename, readSummary, featureGroups);
result.Add(mappedfile);
Progress.End();
return(result);
}
public override IEnumerable <string> Process()
{
var result = new List <string>();
//read regions
var featureLocations = options.GetSequenceRegions();
Progress.SetMessage("There are {0} coordinate entries", featureLocations.Count);
if (featureLocations.Count == 0)
{
throw new Exception(string.Format("No coordinate found in file {1}", options.CoordinateFile));
}
var trnaLocations = featureLocations.Where(l => l.Category.Equals(SmallRNAConsts.tRNA)).ToList();
var mirnaLocations = featureLocations.Where(l => l.Category.Equals(SmallRNAConsts.miRNA)).ToList();
var notTrnaLocations = featureLocations.Where(l => !l.Category.Equals(SmallRNAConsts.tRNA)).ToList();
var resultFilename = options.OutputFile;
result.Add(resultFilename);
Progress.SetMessage("Parsing tRNA alignment result ...");
//Parsing reads
List <QueryInfo> trnaQueries;
var trnaReads = ParseCandidates(options.InputFiles, resultFilename, out trnaQueries);
SmallRNAUtils.InitializeSmallRnaNTA(trnaReads);
var hasNTA = trnaReads.Any(l => l.NTA.Length > 0);
List <QueryInfo> otherrnaQueries;
var otherRNAReads = ParseCandidates(options.OtherFile, resultFilename + ".other", out otherrnaQueries);
SmallRNAUtils.InitializeSmallRnaNTA(otherRNAReads);
var featureGroups = new List <FeatureItemGroup>();
var mappedfile = resultFilename + ".mapped.xml";
if (File.Exists(mappedfile) && options.NotOverwrite)
{
Progress.SetMessage("Reading mapped feature items...");
featureGroups = new FeatureItemGroupXmlFormat().ReadFromFile(mappedfile);
}
else
{
Progress.SetMessage("Mapping to tRNA...");
//Draw tRNA mapping position graph
Progress.SetMessage("Drawing tRNA position pictures...");
var tRNAPositionFile = Path.ChangeExtension(options.OutputFile, SmallRNAConsts.tRNA + ".position");
if (!options.NotOverwrite || !File.Exists(tRNAPositionFile))
{
DrawPositionImage(trnaReads, trnaLocations, "tRNA", tRNAPositionFile);
}
//Map reads to tRNA
MapReadToSequenceRegion(trnaLocations, trnaReads, hasNTA);
var trnaMapped = trnaLocations.GroupByName();
trnaMapped.RemoveAll(m => m.GetEstimatedCount() == 0);
trnaMapped.ForEach(m => m.CombineLocations());
var trnaGroups = trnaMapped.GroupByIdenticalQuery();
if (trnaGroups.Count > 0)
{
Progress.SetMessage("Writing tRNA count ...");
var trnaCountFile = Path.ChangeExtension(resultFilename, "." + SmallRNAConsts.tRNA + ".count");
OrderFeatureItemGroup(trnaGroups);
new FeatureItemGroupTIGRTCountWriter().WriteToFile(trnaCountFile, trnaGroups);
result.Add(trnaCountFile);
featureGroups.AddRange(trnaGroups);
}
//Get all queries mapped to tRNA
var tRNAreads = new HashSet <string>(from read in SmallRNAUtils.GetMappedReads(trnaLocations)
select read.OriginalQname);
//Remove all reads mapped to tRNA
otherRNAReads.RemoveAll(m => tRNAreads.Contains(m.OriginalQname));
//Draw miRNA mapping position graph
Progress.SetMessage("Drawing miRNA position pictures...");
var miRNAPositionFile = Path.ChangeExtension(options.OutputFile, SmallRNAConsts.miRNA + ".position");
if (!options.NotOverwrite || !File.Exists(miRNAPositionFile))
{
DrawPositionImage(otherRNAReads, mirnaLocations, "miRNA", miRNAPositionFile);
}
//Map reads to not tRNA
MapReadToSequenceRegion(notTrnaLocations, otherRNAReads, hasNTA);
var notTrnaMapped = notTrnaLocations.GroupByName();
notTrnaMapped.RemoveAll(m => m.GetEstimatedCount() == 0);
notTrnaMapped.ForEach(m => m.CombineLocations());
var mirnaGroups = notTrnaMapped.Where(m => m.Name.StartsWith(SmallRNAConsts.miRNA)).GroupBySequence();
if (mirnaGroups.Count > 0)
{
Progress.SetMessage("writing miRNA count ...");
OrderFeatureItemGroup(mirnaGroups);
var mirnaCountFile = Path.ChangeExtension(resultFilename, "." + SmallRNAConsts.miRNA + ".count");
new SmallRNACountMicroRNAWriter(options.Offsets).WriteToFile(mirnaCountFile, mirnaGroups);
result.Add(mirnaCountFile);
featureGroups.AddRange(mirnaGroups);
}
var otherGroups = notTrnaMapped.Where(m => !m.Name.StartsWith(SmallRNAConsts.miRNA)).GroupByIdenticalQuery();
if (otherGroups.Count > 0)
{
Progress.SetMessage("writing other smallRNA count ...");
var otherCountFile = Path.ChangeExtension(resultFilename, ".other.count");
OrderFeatureItemGroup(otherGroups);
new FeatureItemGroupTIGRTCountWriter().WriteToFile(otherCountFile, otherGroups);
result.Add(otherCountFile);
featureGroups.AddRange(otherGroups);
}
Progress.SetMessage("writing all smallRNA count ...");
new FeatureItemGroupTIGRTCountWriter().WriteToFile(resultFilename, featureGroups);
result.Add(resultFilename);
Progress.SetMessage("writing mapping details...");
new FeatureItemGroupXmlFormat().WriteToFile(mappedfile, featureGroups);
result.Add(mappedfile);
}
var readSummary = GetReadSummary(featureGroups, new HashSet <string>(), trnaReads.Union(otherRNAReads).ToList(), trnaQueries.Union(otherrnaQueries).ToList());
var totalQueryCount = (from q in trnaQueries.Union(otherrnaQueries) select q.Name.StringBefore(SmallRNAConsts.NTA_TAG)).Distinct().Sum(m => Counts.GetCount(m));
var totalMappedCount = (from q in trnaReads select q.OriginalQname).Union(from q in otherRNAReads select q.OriginalQname).Distinct().Sum(m => Counts.GetCount(m));
var infoFile = Path.ChangeExtension(resultFilename, ".info");
WriteSummaryFile(infoFile, readSummary, featureGroups);
result.Add(infoFile);
Progress.End();
return(result);
}
