/// <summary>
/// Configure and run the AScore algorithm, optionally can add protein mapping information
/// </summary>
/// <param name="spectraManager"></param>
/// <param name="psmResultsManager"></param>
/// <param name="ascoreParams"></param>
/// <param name="outputFilePath">Name of the output file</param>
/// <param name="fastaFilePath">Path to FASTA file. If this is empty/null, protein mapping will not occur</param>
/// <param name="outputDescriptions">Whether to include protein description line in output or not.</param>
public void RunAScoreOnSingleFile(
SpectraManagerCache spectraManager,
PsmResultsManager psmResultsManager,
ParameterFileManager ascoreParams,
string outputFilePath,
string fastaFilePath = "",
bool outputDescriptions = false
)
{
var ascoreOptions = new AScoreOptions
{
FastaFilePath = fastaFilePath,
OutputProteinDescriptions = outputDescriptions
};
ascoreOptions.SetAScoreResultsFilePath(outputFilePath);
RunAScoreOnSingleFile(ascoreOptions, spectraManager, psmResultsManager, ascoreParams);
}
/// <summary>
/// Configure and run the AScore algorithm, optionally can add protein mapping information
/// </summary>
/// <param name="ascoreOptions"></param>
/// <param name="spectraManager"></param>
/// <param name="psmResultsManager"></param>
/// <param name="ascoreParams"></param>
public void RunAScoreWithMappingFile(
AScoreOptions ascoreOptions,
SpectraManagerCache spectraManager,
PsmResultsManager psmResultsManager,
ParameterFileManager ascoreParams)
{
var requiredColumns = new List <string>
{
"Job",
"Dataset"
};
OnStatusEvent("Reading Job to Dataset Map File: " + PathUtils.CompactPathString(ascoreOptions.JobToDatasetMapFile, 80));
ReadJobToDatasetMapFile(ascoreOptions, requiredColumns, out var jobToDatasetNameMap);
RunAScoreOnPreparedData(jobToDatasetNameMap, spectraManager, psmResultsManager, ascoreParams, ascoreOptions, false);
ProteinMapperTestRun(ascoreOptions);
}
/// <summary>
/// Configure and run the AScore algorithm, optionally can add protein mapping information
/// </summary>
/// <param name="ascoreOptions"></param>
/// <param name="spectraManager"></param>
/// <param name="psmResultsManager"></param>
/// <param name="ascoreParams"></param>
public void RunAScoreOnSingleFile(
AScoreOptions ascoreOptions,
SpectraManagerCache spectraManager,
PsmResultsManager psmResultsManager,
ParameterFileManager ascoreParams)
{
var jobToDatasetNameMap = new Dictionary <string, DatasetFileInfo>
{
{
psmResultsManager.JobNum,
new DatasetFileInfo(spectraManager.SpectrumFilePath, spectraManager.ModSummaryFilePath)
}
};
if (spectraManager == null || !spectraManager.Initialized)
{
throw new Exception(
"spectraManager must be instantiated and initialized before calling RunAScoreOnSingleFile for a single source file");
}
RunAScoreOnPreparedData(jobToDatasetNameMap, spectraManager, psmResultsManager, ascoreParams, ascoreOptions, true);
ProteinMapperTestRun(ascoreOptions);
}
/// <summary>
/// Runs the all the tools necessary to perform an ascore run
/// </summary>
/// <param name="jobToDatasetNameMap">Keys are job numbers (stored as strings); values are Dataset Names or the path to the _dta.txt file</param>
/// <param name="spectraManager">Manager for reading _dta.txt or .mzML files; must have already been initialized by the calling class</param>
/// <param name="psmResultsManager"></param>
/// <param name="ascoreParams"></param>
/// <param name="ascoreOptions"></param>
/// <param name="spectraFileOpened">Set to true if processing a single dataset, and spectraManager.OpenFile() has already been called</param>
private void RunAScoreOnPreparedData(
IReadOnlyDictionary <string, DatasetFileInfo> jobToDatasetNameMap,
SpectraManagerCache spectraManager,
PsmResultsManager psmResultsManager,
ParameterFileManager ascoreParams,
AScoreOptions ascoreOptions,
bool spectraFileOpened)
{
var totalRows = psmResultsManager.GetRowLength();
var dctPeptidesProcessed = new Dictionary <string, int>();
if (jobToDatasetNameMap == null || jobToDatasetNameMap.Count == 0)
{
const string errorMessage = "Error in AlgorithmRun: jobToDatasetNameMap cannot be null or empty";
OnErrorEvent(errorMessage);
throw new ArgumentException(errorMessage);
}
ISpectraManager spectraFile = null;
string spectraManagerCurrentJob = null; // Force open after first read from fht
var modSummaryManager = new ModSummaryFileManager();
RegisterEvents(modSummaryManager);
var peptideMassCalculator = new PeptideMassCalculator();
if (FilterOnMSGFScore)
{
OnStatusEvent("Filtering using MSGF_SpecProb <= " + ascoreParams.MSGFPreFilter.ToString("0.0E+00"));
}
Console.WriteLine();
var statsByType = new int[4];
var ascoreAlgorithm = new AScoreAlgorithm();
RegisterEvents(ascoreAlgorithm);
while (psmResultsManager.CurrentRowNum < totalRows)
{
// Console.Clear();
if (psmResultsManager.CurrentRowNum % 100 == 0)
{
Console.Write("\rPercent Completion " + Math.Round((double)psmResultsManager.CurrentRowNum / totalRows * 100) + "%");
}
int scanNumber;
int scanCount;
int chargeState;
string peptideSeq;
double msgfScore;
if (FilterOnMSGFScore)
{
psmResultsManager.GetNextRow(out scanNumber, out scanCount, out chargeState, out peptideSeq, out msgfScore, ref ascoreParams);
}
else
{
psmResultsManager.GetNextRow(out scanNumber, out scanCount, out chargeState, out peptideSeq, ref ascoreParams);
msgfScore = 1;
}
switch (ascoreParams.FragmentType)
{
case FragmentType.CID:
statsByType[(int)FragmentType.CID]++;
break;
case FragmentType.ETD:
statsByType[(int)FragmentType.ETD]++;
break;
case FragmentType.HCD:
statsByType[(int)FragmentType.HCD]++;
break;
default:
statsByType[(int)FragmentType.Unspecified]++;
break;
}
if (string.IsNullOrEmpty(spectraManagerCurrentJob) || !string.Equals(spectraManagerCurrentJob, psmResultsManager.JobNum))
{
// New dataset
// Get the correct spectrum file for the match
if (!jobToDatasetNameMap.TryGetValue(psmResultsManager.JobNum, out var datasetInfo))
{
var errorMessage = "Input file refers to job " + psmResultsManager.JobNum +
" but jobToDatasetNameMap does not contain that job; unable to continue";
OnWarningEvent(errorMessage);
if (!psmResultsManager.JobColumnDefined)
{
OnWarningEvent(
"If the input file includes results from multiple jobs, the first column must be job number with Job as the column heading");
}
throw new Exception(errorMessage);
}
var datasetName = GetDatasetName(datasetInfo.SpectrumFilePath);
OnStatusEvent("Dataset name: " + datasetName);
if (!spectraFileOpened)
{
// This method was called from RunAScoreWithMappingFile
// Open the spectrum file for this dataset
spectraFile = spectraManager.GetSpectraManagerForFile(
psmResultsManager.PSMResultsFilePath,
datasetName,
datasetInfo.ModSummaryFilePath);
}
else
{
spectraFile = spectraManager.GetCurrentSpectrumManager();
}
spectraManagerCurrentJob = string.Copy(psmResultsManager.JobNum);
Console.Write("\r");
if (string.IsNullOrWhiteSpace(datasetInfo.ModSummaryFilePath) && !string.IsNullOrWhiteSpace(ascoreOptions.ModSummaryFile))
{
datasetInfo.ModSummaryFilePath = ascoreOptions.ModSummaryFile;
}
if (psmResultsManager is MsgfMzid mzid)
{
mzid.SetModifications(ascoreParams);
}
else if (psmResultsManager is MsgfMzidFull mzidFull)
{
mzidFull.SetModifications(ascoreParams);
}
else
{
if (string.IsNullOrEmpty(datasetInfo.ModSummaryFilePath))
{
modSummaryManager.ReadModSummary(spectraFile.DatasetName, psmResultsManager.PSMResultsFilePath, ascoreParams);
}
else
{
var modSummaryFile = new FileInfo(datasetInfo.ModSummaryFilePath);
modSummaryManager.ReadModSummary(modSummaryFile, ascoreParams);
}
}
Console.WriteLine();
Console.Write("\rPercent Completion " + Math.Round((double)psmResultsManager.CurrentRowNum / totalRows * 100) + "%");
}
// perform work on the match
var peptideParts = peptideSeq.Split('.');
string sequenceWithoutSuffixOrPrefix;
string front;
string back;
if (peptideParts.Length >= 3)
{
front = peptideParts[0];
sequenceWithoutSuffixOrPrefix = peptideParts[1];
back = peptideParts[2];
}
else
{
front = "?";
sequenceWithoutSuffixOrPrefix = string.Copy(peptideSeq);
back = "?";
}
var sequenceClean = GetCleanSequence(sequenceWithoutSuffixOrPrefix, ref ascoreParams);
var skipPSM = FilterOnMSGFScore && msgfScore > ascoreParams.MSGFPreFilter;
var scanChargePeptide = scanNumber + "_" + chargeState + "_" + sequenceWithoutSuffixOrPrefix;
if (dctPeptidesProcessed.ContainsKey(scanChargePeptide))
{
// We have already processed this PSM
skipPSM = true;
}
else
{
dctPeptidesProcessed.Add(scanChargePeptide, 0);
}
if (skipPSM)
{
psmResultsManager.IncrementRow();
continue;
}
//Get experimental spectra
if (spectraFile == null)
{
const string errorMessage = "spectraFile is uninitialized in RunAScoreOnPreparedData; this indicates a programming bug";
OnErrorEvent(errorMessage);
throw new Exception(errorMessage);
}
var expSpec = spectraFile.GetExperimentalSpectra(scanNumber, scanCount, chargeState);
if (expSpec == null)
{
OnWarningEvent("Scan " + scanNumber + " not found in spectra file for peptide " + peptideSeq);
psmResultsManager.IncrementRow();
continue;
}
// Assume monoisotopic for both hi res and low res spectra
MolecularWeights.MassType = MassType.Monoisotopic;
// Compute precursor m/z value
var precursorMZ = peptideMassCalculator.ConvoluteMass(expSpec.PrecursorMass, 1, chargeState);
// Set the m/z range
var mzMax = maxRange;
var mzMin = precursorMZ * lowRangeMultiplier;
if (ascoreParams.FragmentType != FragmentType.CID)
{
mzMax = maxRange;
mzMin = minRange;
}
//Generate all combination mixtures
var modMixture = new Combinatorics.ModMixtureCombo(ascoreParams.DynamicMods, sequenceClean);
var myPositionsList = GetMyPositionList(sequenceClean, modMixture);
//If I have more than 1 modifiable site proceed to calculation
if (myPositionsList.Count > 1)
{
ascoreAlgorithm.ComputeAScore(psmResultsManager, ascoreParams, scanNumber, chargeState,
peptideSeq, front, back, sequenceClean, expSpec,
mzMax, mzMin, myPositionsList);
}
else if (myPositionsList.Count == 1)
{
// Either one or no modifiable sites
var uniqueID = myPositionsList[0].Max();
if (uniqueID == 0)
{
psmResultsManager.WriteToTable(peptideSeq, scanNumber, 0, myPositionsList[0], MOD_INFO_NO_MODIFIED_RESIDUES);
}
else
{
psmResultsManager.WriteToTable(peptideSeq, scanNumber, 0, myPositionsList[0], LookupModInfoByID(uniqueID, ascoreParams.DynamicMods));
}
}
else
{
// No modifiable sites
psmResultsManager.WriteToTable(peptideSeq, scanNumber, 0, new int[0], MOD_INFO_NO_MODIFIED_RESIDUES);
}
psmResultsManager.IncrementRow();
}
Console.WriteLine();
OnStatusEvent(string.Format("Writing {0:N0} rows to {1}", psmResultsManager.ResultsCount, PathUtils.CompactPathString(ascoreOptions.AScoreResultsFilePath, 80)));
psmResultsManager.WriteToFile(ascoreOptions.AScoreResultsFilePath);
Console.WriteLine();
if (statsByType.Sum() == 0)
{
OnWarningEvent("Input file appeared empty");
}
else
{
OnStatusEvent("Stats by fragmentation ion type:");
ReportStatsForFragType(" CID", statsByType, FragmentType.CID);
ReportStatsForFragType(" ETD", statsByType, FragmentType.ETD);
ReportStatsForFragType(" HCD", statsByType, FragmentType.HCD);
}
Console.WriteLine();
}
public void ComputeAScore(
PsmResultsManager psmResultsManager, ParameterFileManager ascoreParams, int scanNumber,
int chargeState, string peptideSeq, string front, string back, string sequenceClean, ExperimentalSpectra expSpec,
double mzMax, double mzMin, IReadOnlyList <int[]> myPositionsList)
{
// Change the charge state to 2+ if it is 1+
if (chargeState == 1)
{
chargeState = 2;
}
// Parallel lists of scores
var peptideScores = new List <List <double> >();
var weightedScores = new List <List <double> >();
try
{
var theoreticalMonoMassSpectra = new TheoreticalSpectra(sequenceClean, ascoreParams, chargeState, MassType.Monoisotopic);
var theoreticalAverageMassSpectra = new TheoreticalSpectra(sequenceClean, ascoreParams, chargeState, MassType.Average);
var peptideMassTheoretical = theoreticalMonoMassSpectra.PeptideNeutralMassWithStaticMods + GetModMassTotal(peptideSeq, ascoreParams.DynamicMods);
if (Math.Abs(peptideMassTheoretical - expSpec.PrecursorNeutralMass) > 20)
{
OnWarningEvent(string.Format(
"Scan {0}: Observed precursor mass of {1:F1} Da is more than 20 Da away from the computed mass of {2:F1} Da; DeltaMass = {3:F1} Da",
scanNumber,
expSpec.PrecursorNeutralMass,
peptideMassTheoretical,
expSpec.PrecursorNeutralMass - peptideMassTheoretical));
}
else
{
// Make sure the masses agree within a reasonable tolerance
var validMatch = false;
for (double chargeAdjust = 0; chargeAdjust < 0.1; chargeAdjust += 0.005)
{
for (var massAdjust = -chargeState - 3; massAdjust <= chargeState + 3; massAdjust++)
{
var delM = peptideMassTheoretical - expSpec.PrecursorNeutralMass + massAdjust * MASS_C13;
if (Math.Abs(delM) < 0.15 + chargeState * chargeAdjust)
{
validMatch = true;
break;
}
}
if (validMatch)
{
break;
}
}
if (!validMatch)
{
OnWarningEvent(string.Format(
"Scan {0}: Observed precursor mass of {1:F1} Da is not a reasonable match for computed mass of {2:F1} Da; " +
"DeltaMass = {3:F1} Da; Peptide = {4}",
scanNumber,
expSpec.PrecursorNeutralMass,
peptideMassTheoretical,
expSpec.PrecursorNeutralMass - peptideMassTheoretical,
peptideSeq
));
}
}
var modNumber = 0;
foreach (var myPositions in myPositionsList)
{
//Generate spectra for a modification combination
var myIons = GetChargeList(ascoreParams, mzMax, mzMin, theoreticalMonoMassSpectra, theoreticalAverageMassSpectra, myPositions);
peptideScores.Add(new List <double>());
weightedScores.Add(new List <double>());
for (var peakDepth = 1; peakDepth < 11; ++peakDepth)
{
var peakDepthSpectra = expSpec.GetPeakDepthSpectra(peakDepth);
peakDepthSpectra.Sort();
var matchedIons = GetMatchedMZ(ascoreParams.FragmentMassTolerance, myIons, peakDepthSpectra);
//Adjusted peptide score to score based on tolerance window.
var score = PeptideScoresManager.GetPeptideScore(
peakDepth * ascoreParams.FragmentMassTolerance * 2 / 100.0, myIons.Count, matchedIons.Count);
// Check if there were any negative scores
peptideScores[modNumber].Add(score);
weightedScores[modNumber].Add(score * ScoreWeights[peakDepth - 1]);
}
modNumber++;
}
var sortedSumScore = new List <ValueIndexPair <double> >();
for (var seq = 0; seq < peptideScores.Count; ++seq)
{
var score = 0.0;
for (var depth = 0; depth < peptideScores[seq].Count; ++depth)
{
score += weightedScores[seq][depth];
}
sortedSumScore.Add(new ValueIndexPair <double>(score, seq));
}
sortedSumScore.Sort();
var topPeptideScore = sortedSumScore[0].Value;
// Need the phosphorylation sites for the top peptide
var topPeptidePTMSites = myPositionsList[sortedSumScore[0].Index];
var ascoreResults = CalculateAScoreForSite(ascoreParams, expSpec, mzMax, mzMin, myPositionsList, topPeptidePTMSites, peptideScores, theoreticalMonoMassSpectra,
theoreticalAverageMassSpectra, sortedSumScore);
foreach (var ascoreResult in ascoreResults)
{
ascoreResult.SecondSequence = front + "." +
GenerateFinalSequences(sequenceClean, ascoreParams, ascoreResult.PeptideMods) + "." + back;
}
//Put scores into our table
var bestSeq = front + "." + GenerateFinalSequences(sequenceClean, ascoreParams, topPeptidePTMSites) + "." + back;
foreach (var ascoreResult in ascoreResults)
{
psmResultsManager.WriteToTable(peptideSeq, bestSeq, scanNumber, topPeptideScore, ascoreResult);
}
}
catch (Exception ex)
{
OnErrorEvent("Exception in ComputeAScore: " + ex.Message);
throw;
}
}
