//public string CombinedGatkGvcfFilePath { get; private set; }
//public string CombinedGatkVcfFilePath { get; private set; }
//public string CombinedGatkFilteredVcfFilePath { get; private set; }
//public string CombinedAnnotatedVcfFilePath { get; private set; }
//public string CombinedSnpEffHtmlFilePath { get; private set; }
//public string CombinedAnnotatedGenesSummaryPath { get; private set; }
//public string CombinedAnnotatedProteinFastaPath { get; private set; }
//public string CombinedAnnotatedProteinXmlPath { get; private set; }
public void CallVariants(string spritzDirectory, string analysisDirectory, ExperimentType experimentType, string reference, int threads, string sortedBed12Path, string ensemblKnownSitesPath,
List<string> dedupedBamFiles, string reorderedFastaPath, Genome genome, bool quickSnpEff, string indelFinder, int workers)
{
// Generate scripts for each BAM file
List<string> variantCallingBashScripts = new List<string>();
List<SnpEffWrapper> snpeffs = new List<SnpEffWrapper>();
foreach (string dedupedBam in dedupedBamFiles)
{
List<string> variantCallingCommands = new List<string>();
int workerThreads = (int)Math.Floor((double)threads / (double)workers);
workerThreads = workerThreads == 0 ? workerThreads++ : workerThreads;
// GATK
var gatk = new GATKWrapper(workers);
if (experimentType == ExperimentType.RNASequencing)
{
variantCallingCommands.AddRange(gatk.SplitNCigarReads(spritzDirectory, reorderedFastaPath, dedupedBam));
variantCallingCommands.AddRange(gatk.BaseRecalibration(spritzDirectory, analysisDirectory, reorderedFastaPath, gatk.SplitTrimBamPath, ensemblKnownSitesPath));
}
else
{
variantCallingCommands.AddRange(gatk.BaseRecalibration(spritzDirectory, analysisDirectory, reorderedFastaPath, dedupedBam, ensemblKnownSitesPath));
}
variantCallingCommands.AddRange(gatk.VariantCalling(spritzDirectory, experimentType, workerThreads, reorderedFastaPath, gatk.RecalibratedBamPath, Path.Combine(spritzDirectory, ensemblKnownSitesPath)));
GatkGvcfFilePaths.Add(gatk.HaplotypeCallerGvcfPath);
GatkVcfFilePaths.Add(gatk.HaplotypeCallerVcfPath);
GatkFilteredVcfFilePaths.Add(gatk.FilteredHaplotypeCallerVcfPath);
// Scalpel
var scalpel = new ScalpelWrapper();
bool useScalpel = indelFinder.Equals("scalpel", System.StringComparison.InvariantCultureIgnoreCase);
if (useScalpel)
{
variantCallingCommands.AddRange(scalpel.CallIndels(spritzDirectory, workerThreads, reorderedFastaPath, sortedBed12Path, dedupedBam, Path.Combine(Path.GetDirectoryName(dedupedBam), Path.GetFileNameWithoutExtension(dedupedBam) + "_scalpelOut")));
ScalpelVcfFilePaths.Add(scalpel.IndelVcfPath);
ScalpelFilteredVcfFilePaths.Add(scalpel.FilteredIndelVcfPath);
}
// Combine & Annotate
var vcftools = new VcfToolsWrapper();
var snpEff = new SnpEffWrapper(workers);
var outprefix = Path.Combine(Path.GetDirectoryName(gatk.RecalibratedBamPath), Path.GetFileNameWithoutExtension(gatk.RecalibratedBamPath));
if (useScalpel)
{
variantCallingCommands.Add(vcftools.Concatenate(spritzDirectory, new string[] { gatk.FilteredHaplotypeCallerVcfPath, scalpel.FilteredIndelVcfPath }, outprefix));
variantCallingCommands.AddRange(gatk.SortVCF(spritzDirectory, analysisDirectory, vcftools.VcfConcatenatedPath, reorderedFastaPath));
CombinedVcfFilePaths.Add(vcftools.VcfConcatenatedPath);
CombinedSortedVcfFilePaths.Add(gatk.SortedVcfPath);
variantCallingCommands.AddRange(snpEff.PrimaryVariantAnnotation(spritzDirectory, reference, gatk.SortedVcfPath));
}
else if (indelFinder.Equals("gatk", System.StringComparison.InvariantCultureIgnoreCase))
{
variantCallingCommands.AddRange(snpEff.PrimaryVariantAnnotation(spritzDirectory, reference, gatk.HaplotypeCallerVcfPath));
}
else
{
variantCallingCommands.AddRange(snpEff.PrimaryVariantAnnotation(spritzDirectory, reference, gatk.FilteredHaplotypeCallerVcfPath));
}
CombinedAnnotatedVcfFilePaths.Add(snpEff.AnnotatedVcfPath);
CombinedSnpEffHtmlFilePaths.Add(snpEff.HtmlReportPath);
CombinedAnnotatedProteinFastaPaths.Add(snpEff.VariantProteinFastaPath);
CombinedAnnotatedProteinXmlPaths.Add(snpEff.VariantProteinXmlPath);
snpeffs.Add(snpEff);
string littleScriptName = WrapperUtility.GetAnalysisScriptPath(analysisDirectory, $"VariantCalling{dedupedBam.GetHashCode().ToString()}.bash");
WrapperUtility.GenerateScript(littleScriptName, variantCallingCommands);
variantCallingBashScripts.Add(littleScriptName);
}
// Run the scripts in parallel
string scriptName = WrapperUtility.GetAnalysisScriptPath(analysisDirectory, $"VariantCalling.bash");
List<string> runnerCommands = new List<string>();
List<int> runners = new List<int>();
for (int i = 1; i <= variantCallingBashScripts.Count; i++)
{
// runs in parallel unless it's spawning enough workers or at the end of the line
string logPath = Path.Combine(Path.GetDirectoryName(dedupedBamFiles[i - 1]), Path.GetFileNameWithoutExtension(dedupedBamFiles[i - 1]) + ".variantCalling.log");
bool waitForWorkersToFinish = i % workers == 0 || i == variantCallingBashScripts.Count;
runnerCommands.Add($"echo \"Running {variantCallingBashScripts[i - 1]} in the background. See {WrapperUtility.ConvertWindowsPath(logPath).Trim('"')} for output.\"");
runnerCommands.Add($"bash {WrapperUtility.ConvertWindowsPath(variantCallingBashScripts[i - 1])} &> {WrapperUtility.ConvertWindowsPath(logPath)} &");
runnerCommands.Add($"proc{i.ToString()}=$!");
runners.Add(i);
if (waitForWorkersToFinish)
{
runners.ForEach(r => runnerCommands.Add($"wait $proc{r.ToString()}"));
runners.Clear();
}
}
WrapperUtility.GenerateAndRunScript(scriptName, runnerCommands).WaitForExit();
// Combine GVCFs and make a final database
// This doesn't work because CombineGVCFs doesn't handle MNPs... MergeVcfs doesn't actually decide anything about overlapping variants...
// https://github.com/broadinstitute/gatk/issues/1385
// Note: I'm not going to figure out how to merge scalpel VCFs just yet until I find out whether it does any better than GATK...
//if (GatkVcfFilePaths.Count > 1 && !indelFinder.Equals("scalpel", System.StringComparison.InvariantCultureIgnoreCase))
//{
// var gatk = new GATKWrapper();
// var snpEff = new SnpEffWrapper();
// variantCallingCommands.AddRange(gatk.CombineAndGenotypeGvcfs(spritzDirectory, reorderedFastaPath, GatkVcfFilePaths));
// if (indelFinder.Equals("gatk", System.StringComparison.InvariantCultureIgnoreCase))
// {
// variantCallingCommands.AddRange(snpEff.PrimaryVariantAnnotation(spritzDirectory, reference, gatk.HaplotypeCallerVcfPath, quickSnpEff));
// }
// else
// {
// variantCallingCommands.AddRange(snpEff.PrimaryVariantAnnotation(spritzDirectory, reference, gatk.FilteredHaplotypeCallerVcfPath, quickSnpEff));
// }
// CombinedGatkGvcfFilePath = gatk.HaplotypeCallerGvcfPath;
// CombinedGatkVcfFilePath = gatk.HaplotypeCallerVcfPath;
// CombinedAnnotatedVcfFilePath = snpEff.AnnotatedVcfPath;
// CombinedSnpEffHtmlFilePath = snpEff.HtmlReportPath;
// CombinedAnnotatedProteinFastaPath = snpEff.VariantProteinFastaPath;
// CombinedAnnotatedProteinXmlPath = snpEff.VariantProteinXmlPath;
//}
}
/// <summary>
/// Generate sample specific protein database starting with fastq files
/// </summary>
public void GenerateSampleSpecificProteinDatabases()
{
// Download references and align reads
Downloads.PrepareEnsemblGenomeFasta(Parameters.AnalysisDirectory, Parameters.GenomeFasta);
if (Parameters.Fastqs != null)
{
Alignment.Parameters = new AlignmentParameters();
Alignment.Parameters.SpritzDirectory = Parameters.SpritzDirectory;
Alignment.Parameters.AnalysisDirectory = Parameters.AnalysisDirectory;
Alignment.Parameters.Reference = Parameters.Reference;
Alignment.Parameters.Threads = Parameters.Threads;
Alignment.Parameters.Fastqs = Parameters.Fastqs;
Alignment.Parameters.ExperimentType = Parameters.ExperimentType;
Alignment.Parameters.StrandSpecific = Parameters.StrandSpecific;
Alignment.Parameters.InferStrandSpecificity = Parameters.InferStrandSpecificity;
Alignment.Parameters.OverwriteStarAlignment = Parameters.OverwriteStarAlignment;
Alignment.Parameters.GenomeStarIndexDirectory = Parameters.GenomeStarIndexDirectory;
Alignment.Parameters.ReorderedFastaPath = Downloads.ReorderedFastaPath;
Alignment.Parameters.GeneModelGtfOrGffPath = Parameters.ReferenceGeneModelGtfOrGff;
Alignment.Parameters.UseReadSubset = Parameters.UseReadSubset;
Alignment.Parameters.ReadSubset = Parameters.ReadSubset;
Alignment.PerformAlignment();
Downloads.GetImportantProteinAccessions(Parameters.SpritzDirectory, Parameters.ProteinFastaPath);
}
EnsemblDownloadsWrapper.FilterGeneModel(Parameters.AnalysisDirectory, Parameters.ReferenceGeneModelGtfOrGff, Downloads.EnsemblGenome, out string filteredGeneModelForScalpel);
string sortedBed12Path = BEDOPSWrapper.GffOrGtf2Bed12(Parameters.SpritzDirectory, Parameters.AnalysisDirectory, filteredGeneModelForScalpel);
GeneModel referenceGeneModel = new GeneModel(Downloads.EnsemblGenome, Parameters.ReferenceGeneModelGtfOrGff);
string referenceGeneModelProteinXml = Path.Combine(Path.GetDirectoryName(Parameters.ReferenceGeneModelGtfOrGff), Path.GetFileNameWithoutExtension(Parameters.ReferenceGeneModelGtfOrGff) + ".protein.xml"); // used if no fastqs are provided
// Merge reference gene model and a new gene model (either specified or stringtie-generated)
string newGeneModelPath = Parameters.NewGeneModelGtfOrGff;
string mergedGeneModelWithCdsPath = null;
string mergedGeneModelProteinXml = null;
string reference = Parameters.Reference;
if (Parameters.DoTranscriptIsoformAnalysis)
{
StringtieWrapper stringtie = new StringtieWrapper();
if (newGeneModelPath == null)
{
stringtie.TranscriptReconstruction(Parameters.SpritzDirectory, Parameters.AnalysisDirectory, Parameters.Threads, Parameters.ReferenceGeneModelGtfOrGff, Downloads.EnsemblGenome, Parameters.StrandSpecific, Parameters.InferStrandSpecificity, Alignment.SortedBamFiles, true);
newGeneModelPath = stringtie.FilteredMergedGtfPath;
}
else
{
newGeneModelPath = EnsemblDownloadsWrapper.ConvertFirstColumnUCSC2Ensembl(Parameters.SpritzDirectory, Parameters.Reference, Parameters.NewGeneModelGtfOrGff);
string mergedGeneModelPath = Path.Combine(Path.GetDirectoryName(newGeneModelPath), Path.GetFileNameWithoutExtension(newGeneModelPath) + ".merged.gtf");
WrapperUtility.GenerateAndRunScript(WrapperUtility.GetAnalysisScriptPath(Parameters.AnalysisDirectory, "MergeTranscriptModels.bash"),
StringtieWrapper.MergeTranscriptPredictions(Parameters.SpritzDirectory, Parameters.ReferenceGeneModelGtfOrGff, new List <string> {
newGeneModelPath
}, mergedGeneModelPath)).WaitForExit();
newGeneModelPath = mergedGeneModelPath;
}
// Determine CDS from start codons of reference gene model
// In the future, we could also try ORF finding to expand this (e.g. https://github.com/TransDecoder/TransDecoder/wiki)
GeneModel newGeneModel = new GeneModel(Downloads.EnsemblGenome, newGeneModelPath);
newGeneModel.CreateCDSFromAnnotatedStartCodons(referenceGeneModel);
mergedGeneModelWithCdsPath = Path.Combine(Path.GetDirectoryName(newGeneModelPath), Path.GetFileNameWithoutExtension(newGeneModelPath) + ".withcds.gtf");
newGeneModel.PrintToGTF(mergedGeneModelWithCdsPath);
}
// SnpEff databases or outputing protein XMLs from gene models
if (Parameters.DoTranscriptIsoformAnalysis) // isoform analysis, so generate a new snpeff database
{
reference = SnpEffWrapper.GenerateDatabase(Parameters.SpritzDirectory, Parameters.AnalysisDirectory, Downloads.ReorderedFastaPath, Parameters.ProteinFastaPath, mergedGeneModelWithCdsPath);
if (Parameters.Fastqs == null || Parameters.SkipVariantAnalysis) // isoform analysis without variant analysis, so generate a protein database directly from merged gtf
{
mergedGeneModelProteinXml = SnpEffWrapper.GenerateXmlDatabaseFromReference(Parameters.SpritzDirectory, Parameters.AnalysisDirectory, reference, mergedGeneModelWithCdsPath);
}
}
else // no isoform analysis
{
new SnpEffWrapper(1).DownloadSnpEffDatabase(Parameters.SpritzDirectory, Parameters.AnalysisDirectory, Parameters.Reference);
if (Parameters.Fastqs == null) // no isoform analysis and no fastqs
{
referenceGeneModelProteinXml = SnpEffWrapper.GenerateXmlDatabaseFromReference(Parameters.SpritzDirectory, Parameters.AnalysisDirectory, Parameters.Reference, Parameters.ReferenceGeneModelGtfOrGff);
}
}
// Gene Fusion Discovery
List <Protein> fusionProteins = new List <Protein>();
if (Parameters.DoFusionAnalysis)
{
Fusion.Parameters.SpritzDirectory = Parameters.SpritzDirectory;
Fusion.Parameters.AnalysisDirectory = Parameters.AnalysisDirectory;
Fusion.Parameters.Reference = Parameters.Reference;
Fusion.Parameters.Threads = Parameters.Threads;
Fusion.Parameters.Fastqs = Parameters.Fastqs;
Fusion.DiscoverGeneFusions();
fusionProteins = Fusion.FusionProteins;
}
// Variant Calling
if (Parameters.Fastqs != null && !Parameters.SkipVariantAnalysis)
{
VariantCalling.CallVariants(
Parameters.SpritzDirectory,
Parameters.AnalysisDirectory,
Parameters.ExperimentType,
reference,
Parameters.Threads,
sortedBed12Path,
Parameters.EnsemblKnownSitesPath,
Alignment.DedupedBamFiles,
Downloads.ReorderedFastaPath,
Downloads.EnsemblGenome,
Parameters.QuickSnpEffWithoutStats,
Parameters.IndelFinder,
Parameters.VariantCallingWorkers);
}
// Transfer features from UniProt
List <string> xmlsToUse = null;
if (VariantCalling.CombinedAnnotatedProteinXmlPaths.Count > 0)
{
xmlsToUse = VariantCalling.CombinedAnnotatedProteinXmlPaths;
}
// keep, since it might be useful for making a final database: .Concat(new[] { VariantCalling.CombinedAnnotatedProteinXmlPath }).ToList()
else
{
xmlsToUse = new List <string> {
Parameters.DoTranscriptIsoformAnalysis?mergedGeneModelProteinXml : referenceGeneModelProteinXml
}
};
VariantAnnotatedProteinXmlDatabases = new TransferModificationsFlow().TransferModifications(Parameters.SpritzDirectory, Parameters.UniProtXmlPath, xmlsToUse, fusionProteins);
}
