/// <summary>
/// Finds the XIC based on the m/z and scan parameters.
/// </summary>
/// <param name="mz"></param>
/// <param name="scan"></param>
/// <returns></returns>
public List <XYData> FindXic(double mz, int scan, bool shouldSmooth)
{
LcmsFeatureTarget target = new LcmsFeatureTarget();
target.ID = 0;
target.MZ = mz;
target.ScanLCTarget = scan;
target.ElutionTimeUnit = Globals.ElutionTimeUnit.ScanNum;
m_run.CurrentMassTag = target;
var result = m_run.ResultCollection.GetTargetedResult(m_run.CurrentMassTag);
double chromPeakGeneratorTolInPPM = MzPpmWindow;
Globals.ChromatogramGeneratorMode chromGeneratorMode = Globals.ChromatogramGeneratorMode.MZ_BASED;
var chromGen = new PeakChromatogramGenerator(chromPeakGeneratorTolInPPM,
chromGeneratorMode);
chromGen.NETWindowWidthForNonAlignedData = Convert.ToSingle(NetWindow);
int pointsToSmooth = 5;
var chromSmoother = new SavitzkyGolaySmoother(pointsToSmooth, 2);
double chromPeakDetectorPeakBR = 1;
double chromPeakDetectorSigNoise = 1;
var chromPeakDetector = new ChromPeakDetector(chromPeakDetectorPeakBR,
chromPeakDetectorSigNoise);
ChromPeakSelectorParameters chromPeakSelectorParameters = new ChromPeakSelectorParameters();
var chromPeakSelector = new BasicChromPeakSelector(chromPeakSelectorParameters);
//this generates an extracted ion chromatogram
// Since we are not using the built in generator,
chromGen.Execute(m_run.ResultCollection);
//this smooths the data - very important step!
if (shouldSmooth)
{
chromSmoother.Execute(m_run.ResultCollection);
}
//this detects peaks within an extracted ion chromatogram
chromPeakDetector.Execute(m_run.ResultCollection);
//this selects the peak
chromPeakSelector.Parameters.PeakSelectorMode = Globals.PeakSelectorMode.ClosestToTarget;
chromPeakSelector.Execute(m_run.ResultCollection);
//Here's the chromatogram data...
List <XYData> data = new List <XYData>();
for (int i = 0; i < m_run.XYData.Xvalues.Length; i++)
{
XYData datum = new XYData(m_run.XYData.Xvalues[i], m_run.XYData.Yvalues[i]);
data.Add(datum);
}
return(data);
}
public void smootherTest1()
{
Run run = new MSScanFromTextFileRun(FileRefs.RawDataMSFiles.TextFileMS_std1);
Task msgen = new GenericMSGenerator();
msgen.Execute(run.ResultCollection);
var peakdetector = new DeconToolsPeakDetectorV2(3, 3, Globals.PeakFitType.QUADRATIC, true);
peakdetector.Execute(run.ResultCollection);
Assert.AreEqual(84, run.PeakList.Count);
Task smoother = new SavitzkyGolaySmoother(7, 2, false);
smoother.Execute(run.ResultCollection);
peakdetector.Execute(run.ResultCollection);
Assert.AreEqual(46, run.PeakList.Count);
}
public void Test1()
{
var testFile =
@"D:\Data\Orbitrap\BrianIQTesting\QC_Shew_11_02_pt5-b_6Jun11_Sphinx_11-03-27.RAW";
var peaksTestFile =
@"D:\Data\Orbitrap\BrianIQTesting\QC_Shew_11_02_pt5-b_6Jun11_Sphinx_11-03-27_peaks.txt";
var run = RunUtilities.CreateAndLoadPeaks(testFile, peaksTestFile);
var target = new LcmsFeatureTarget();
target.ID = 0;
target.MZ = 715.39214;
target.ScanLCTarget = 7343;
target.ElutionTimeUnit = Globals.ElutionTimeUnit.ScanNum;
run.CurrentMassTag = target;
var result = run.ResultCollection.GetTargetedResult(run.CurrentMassTag);
double chromPeakGeneratorTolInPPM = 20;
var chromGeneratorMode = Globals.ChromatogramGeneratorMode.MZ_BASED;
var chromGen = new PeakChromatogramGenerator(chromPeakGeneratorTolInPPM, chromGeneratorMode);
// If we want to use the Execute Command
//BLL .1 and .5 NET windows work. .02 NET window does not BR and SN was set to 1 however)
chromGen.ChromWindowWidthForNonAlignedData = .02F;
var pointsToSmooth = 5;
var chromSmoother = new SavitzkyGolaySmoother(pointsToSmooth, 2);
//BLL We also tried to set the BR and SIG NOISE to 0. This did not work
var chromPeakDetectorPeakBR = 0.5;
var chromPeakDetectorSigNoise = 0.5;
var chromPeakDetector = new ChromPeakDetector(chromPeakDetectorPeakBR, chromPeakDetectorSigNoise);
var chromPeakSelectorParameters = new ChromPeakSelectorParameters();
chromPeakSelectorParameters.PeakSelectorMode = Globals.PeakSelectorMode.ClosestToTarget;
var chromPeakSelector = new BasicChromPeakSelector(chromPeakSelectorParameters);
var smartChromPeakParameters = new SmartChromPeakSelectorParameters();
var smartChromPeakSelector = new SmartChromPeakSelector(smartChromPeakParameters);
//this generates an extracted ion chromatogram
// Since we are not using the built in generator,
chromGen.Execute(run.ResultCollection);
//this smooths the data - very important step!
//BLL. This didnt work for me when we first started, instead of using the NET window above.
//chromGen.GenerateChromatogram(run,
// target.ScanLCTarget - 300,
// target.ScanLCTarget + 300,
// target.MZ,
// chromPeakGeneratorTolInPPM);
chromSmoother.Execute(run.ResultCollection);
//this detects peaks within an extracted ion chromatogram
chromPeakDetector.Execute(run.ResultCollection);
//this selects the peak
chromPeakSelector.Execute(run.ResultCollection);
//smartChromPeakSelector.Execute(run.ResultCollection);
//TestUtilities.DisplayXYValues(run.XYData);
TestUtilities.DisplayPeaks(run.PeakList);
Console.WriteLine("Number of peaks detected = " + run.PeakList.Count);
Console.WriteLine("Selected peak= " + result.ChromPeakSelected);
}
/// <summary>
/// Finds the XIC based on the m/z and scan parameters.
/// </summary>
/// <param name="mz"></param>
/// <param name="scan"></param>
/// <returns></returns>
public List<PNNLOmics.Data.XYData> FindXic(double mz, int scan, bool shouldSmooth)
{
LcmsFeatureTarget target = new LcmsFeatureTarget();
target.ID = 0;
target.MZ = mz;
target.ScanLCTarget = scan;
target.ElutionTimeUnit = Globals.ElutionTimeUnit.ScanNum;
m_run.CurrentMassTag = target;
var result = m_run.ResultCollection.GetTargetedResult(m_run.CurrentMassTag);
double chromPeakGeneratorTolInPPM = MzPpmWindow;
Globals.ChromatogramGeneratorMode chromGeneratorMode = Globals.ChromatogramGeneratorMode.MZ_BASED;
var chromGen = new PeakChromatogramGenerator( chromPeakGeneratorTolInPPM,
chromGeneratorMode);
chromGen.NETWindowWidthForNonAlignedData = Convert.ToSingle(NetWindow);
int pointsToSmooth = 5;
var chromSmoother = new SavitzkyGolaySmoother(pointsToSmooth, 2);
double chromPeakDetectorPeakBR = 1;
double chromPeakDetectorSigNoise = 1;
var chromPeakDetector = new ChromPeakDetector( chromPeakDetectorPeakBR,
chromPeakDetectorSigNoise);
ChromPeakSelectorParameters chromPeakSelectorParameters = new ChromPeakSelectorParameters();
var chromPeakSelector = new BasicChromPeakSelector(chromPeakSelectorParameters);
//this generates an extracted ion chromatogram
// Since we are not using the built in generator,
chromGen.Execute(m_run.ResultCollection);
//this smooths the data - very important step!
if (shouldSmooth)
{
chromSmoother.Execute(m_run.ResultCollection);
}
//this detects peaks within an extracted ion chromatogram
chromPeakDetector.Execute(m_run.ResultCollection);
//this selects the peak
chromPeakSelector.Parameters.PeakSelectorMode = Globals.PeakSelectorMode.ClosestToTarget;
chromPeakSelector.Execute(m_run.ResultCollection);
//Here's the chromatogram data...
List<PNNLOmics.Data.XYData> data = new List<PNNLOmics.Data.XYData>();
for (int i = 0; i < m_run.XYData.Xvalues.Length; i++)
{
PNNLOmics.Data.XYData datum = new PNNLOmics.Data.XYData(m_run.XYData.Xvalues[i], m_run.XYData.Yvalues[i]);
data.Add(datum);
}
return data;
}
public void OptimizePeakDetectionSettings()
{
string testDatasetPath =
@"D:\Data\From_Vlad\Bruker\2013_01_29_ALZ_CTRL_5_0p5_1_01_228.d";
int[] scanList = new int[] { 200 };
Run run = new RunFactory().CreateRun(testDatasetPath);
var peakDetector = new DeconToolsPeakDetector();
peakDetector.PeakToBackgroundRatio = 7;
peakDetector.SignalToNoiseThreshold = 5;
peakDetector.IsDataThresholded = false;
var msgen = MSGeneratorFactory.CreateMSGenerator(run.MSFileType);
var decon = new HornDeconvolutor();
decon.MaxFitAllowed = 0.6;
double[] peakBRList = new double[] { 5, 7, 9, 11, 15, 21 };
double[] sigNoiseList = new double[] { 2, 3, 4, 5 };
var smoother = new SavitzkyGolaySmoother(5, 2);
foreach (var scan in scanList)
{
ScanSet scanSet = new ScanSet(scan);
run.CurrentScanSet = scanSet;
msgen.Execute(run.ResultCollection);
foreach (var peakBRVal in peakBRList)
{
foreach (var sigNoiseVal in sigNoiseList)
{
run.ResultCollection.IsosResultBin.Clear();
smoother.Execute(run.ResultCollection);
peakDetector.PeakToBackgroundRatio = peakBRVal;
peakDetector.SignalToNoiseThreshold = sigNoiseVal;
peakDetector.Execute(run.ResultCollection);
decon.Execute(run.ResultCollection);
int numFeatures = run.ResultCollection.IsosResultBin.Count;
int numPeaks = run.PeakList.Count;
int numHQFeatures = run.ResultCollection.IsosResultBin.Count(p => p.IsotopicProfile.Score < 0.25);
double ratioFeaturesToPeaks = (double)numHQFeatures / numPeaks;
Console.WriteLine(scan + "\t" + peakBRVal + "\t" + sigNoiseVal + "\t" + numPeaks + "\t" + numFeatures + "\t" + numHQFeatures +
"\t" + ratioFeaturesToPeaks.ToString("0.000"));
}
}
}
}
