private LineItem CreateInterpolatedLine(CalibrationCurve calibrationCurve, double[] xValues, int pointCount, bool logPlot)
{
PointPairList pointPairList = new PointPairList();
for (int iRange = 0; iRange < xValues.Length - 1; iRange++)
{
double minX = xValues[iRange];
double maxX = xValues[iRange + 1];
for (int i = 0; i < pointCount; i++)
{
double x;
if (logPlot)
{
x = Math.Exp((Math.Log(minX) * (pointCount - 1 - i) + Math.Log(maxX) * i) / (pointCount - 1));
}
else
{
x = (minX * (pointCount - 1 - i) + maxX * i) / (pointCount - 1);
}
double?y = calibrationCurve.GetY(x);
if (y.HasValue)
{
pointPairList.Add(x, y.Value);
}
}
}
if (!pointPairList.Any())
{
return(null);
}
return(new LineItem(QuantificationStrings.Calibration_Curve, pointPairList, Color.Gray, SymbolType.None));
}
private void saveToolStripMenuItem_Click(object sender, EventArgs e)
{
try {
Co = new float[dataGridView1.Rows.Count];
b1 = new float[dataGridView1.Rows.Count];
int f = 0;
foreach (DataGridViewRow dr in dataGridView1.Rows)
{
if (dataGridView1.Rows.Count > 0)
{
Co[f] = float.Parse(dr.Cells[0].Value.ToString());
b1[f] = float.Parse(dr.Cells[1].Value.ToString());
}
f++;
}
SaveFileDialog saveFileDialog = new SaveFileDialog();
saveFileDialog.Filter = "|*.ccu";
CalibrationCurve ca = new CalibrationCurve();
ca.cor = Co;
ca.abs = b1;
if (saveFileDialog.ShowDialog() == DialogResult.OK)
{
IFormatter formatter = new BinaryFormatter();
FileStream seryalization = new FileStream(saveFileDialog.FileName, FileMode.Create, FileAccess.Write);
formatter.Serialize(seryalization, ca);
seryalization.Close();
}
}catch (Exception ex)
{
MessageBox.Show(ex.ToString());
}
}
public void TestBilinearFit()
{
CalibrationCurve calcurve = RegressionFit.BILINEAR.Fit(LKPALAVILLER_POINTS);
Assert.IsNotNull(calcurve.TurningPoint);
Assert.AreEqual(11673.593881022069, calcurve.TurningPoint.Value, 1);
Assert.AreEqual(1.2771070764E-12, calcurve.Slope.Value, 1E-15);
Assert.AreEqual(-1.4118993633E-08, calcurve.Intercept.Value, 1E-12);
}
private void TestAllQuantificationSettings()
{
RunUI(() => SkylineWindow.ShowCalibrationForm());
var calibrationForm = FindOpenForm <CalibrationForm>();
foreach (var quant in ListAllQuantificationSettings())
{
var quantValue = quant; // For ReSharper
RunUI(() => SkylineWindow.ModifyDocument("Change Quantification Settings", doc => doc.ChangeSettings(
doc.Settings.ChangePeptideSettings(
doc.Settings.PeptideSettings.ChangeAbsoluteQuantification(quantValue)))));
WaitForGraphs();
CalibrationCurve calibrationCurve = calibrationForm.CalibrationCurve;
if (quant.MsLevel == 1 && quant.RegressionFit != RegressionFit.NONE)
{
Assert.IsNotNull(calibrationCurve.ErrorMessage);
}
else
{
Assert.IsNull(calibrationCurve.ErrorMessage);
if (quant.RegressionFit == RegressionFit.NONE)
{
Assert.AreEqual(0, calibrationCurve.PointCount);
}
else if (quant.RegressionFit == RegressionFit.LINEAR_THROUGH_ZERO)
{
Assert.IsNull(calibrationCurve.Intercept);
Assert.IsNotNull(calibrationCurve.Slope);
Assert.IsNull(calibrationCurve.QuadraticCoefficient);
Assert.IsNull(calibrationCurve.TurningPoint);
}
else if (quant.RegressionFit == RegressionFit.LINEAR)
{
Assert.IsNotNull(calibrationCurve.Intercept);
Assert.IsNotNull(calibrationCurve.Slope);
Assert.IsNull(calibrationCurve.QuadraticCoefficient);
Assert.IsNull(calibrationCurve.TurningPoint);
}
else if (quant.RegressionFit == RegressionFit.BILINEAR)
{
Assert.IsNotNull(calibrationCurve.Intercept);
Assert.IsNotNull(calibrationCurve.Slope);
Assert.IsNull(calibrationCurve.QuadraticCoefficient);
Assert.IsNotNull(calibrationCurve.TurningPoint);
}
else
{
Assert.AreEqual(RegressionFit.QUADRATIC, quant.RegressionFit);
Assert.IsNotNull(calibrationCurve.Intercept);
Assert.IsNotNull(calibrationCurve.Slope);
Assert.IsNotNull(calibrationCurve.QuadraticCoefficient);
Assert.IsNull(calibrationCurve.TurningPoint);
}
}
}
}
private void VerifyCalibrationCurve(CalibrationForm calibrationForm, double slope, double intercept, double rSquared)
{
var labels = calibrationForm.ZedGraphControl.GraphPane.GraphObjList.FirstOrDefault(o => o is TextObj) as TextObj;
Assert.IsNotNull(labels);
var lines = labels.Text.Split(new[] { Environment.NewLine }, StringSplitOptions.None);
Assert.IsTrue(lines.Length >= 2);
Assert.AreEqual(CalibrationCurve.Format(slope, intercept), lines[0]);
Assert.AreEqual(CalibrationCurve.RSquaredDisplayText(rSquared), lines[1]);
}
private void openToolStripMenuItem_Click(object sender, EventArgs e)
{
OpenFileDialog openFileDialog = new OpenFileDialog();
openFileDialog.Filter = "|*.ccu";
CalibrationCurve ca = new CalibrationCurve();
if (openFileDialog.ShowDialog() == DialogResult.OK)
{
IFormatter formater = new BinaryFormatter();
FileStream filestream = new FileStream(openFileDialog.FileName, FileMode.Open, FileAccess.Read);
ca = formater.Deserialize(filestream) as CalibrationCurve;
dataGridView1.Rows.Clear();
for (int i = 0; i < ca.abs.Length; i++)
{
dataGridView1.Rows.Add(ca.cor[i], ca.abs[i]);
}
filestream.Close();
}
}
private void DisplayCalibrationCurve()
{
Text = TabText = _originalFormTitle;
CalibrationCurveOptions options = Settings.Default.CalibrationCurveOptions;
zedGraphControl.GraphPane.YAxis.Type = options.LogYAxis ? AxisType.Log : AxisType.Linear;
zedGraphControl.GraphPane.XAxis.Type = options.LogXAxis ? AxisType.Log : AxisType.Linear;
bool logPlot = options.LogXAxis || options.LogYAxis;
zedGraphControl.GraphPane.Legend.IsVisible = options.ShowLegend;
_scatterPlots = null;
CalibrationCurve = null;
FiguresOfMerit = FiguresOfMerit.EMPTY;
SrmDocument document = DocumentUiContainer.DocumentUI;
if (!document.Settings.HasResults)
{
zedGraphControl.GraphPane.Title.Text =
QuantificationStrings.CalibrationForm_DisplayCalibrationCurve_No_results_available;
return;
}
PeptideDocNode peptide;
PeptideGroupDocNode peptideGroup;
if (!TryGetSelectedPeptide(out peptideGroup, out peptide))
{
zedGraphControl.GraphPane.Title.Text =
ModeUIAwareStringFormat(QuantificationStrings
.CalibrationForm_DisplayCalibrationCurve_Select_a_peptide_to_see_its_calibration_curve);
return;
}
if (-1 == document.Children.IndexOf(peptideGroup))
{
zedGraphControl.GraphPane.Title.Text = ModeUIAwareStringFormat(QuantificationStrings.CalibrationForm_DisplayCalibrationCurve_The_selected_peptide_is_no_longer_part_of_the_Skyline_document_);
return;
}
PeptideQuantifier peptideQuantifier = PeptideQuantifier.GetPeptideQuantifier(document, peptideGroup,
peptide);
CalibrationCurveFitter curveFitter = new CalibrationCurveFitter(peptideQuantifier, document.Settings);
if (curveFitter.IsEnableSingleBatch && Settings.Default.CalibrationCurveOptions.SingleBatch)
{
curveFitter.SingleBatchReplicateIndex = _skylineWindow.SelectedResultsIndex;
}
Text = TabText = GetFormTitle(curveFitter);
if (peptideQuantifier.QuantificationSettings.RegressionFit == RegressionFit.NONE)
{
if (!(peptideQuantifier.NormalizationMethod is NormalizationMethod.RatioToLabel))
{
zedGraphControl.GraphPane.Title.Text =
ModeUIAwareStringFormat(QuantificationStrings.CalibrationForm_DisplayCalibrationCurve_Use_the_Quantification_tab_on_the_Peptide_Settings_dialog_to_control_the_conversion_of_peak_areas_to_concentrations_);
}
else
{
if (!peptide.InternalStandardConcentration.HasValue)
{
zedGraphControl.GraphPane.Title.Text =
ModeUIAwareStringFormat(QuantificationStrings.CalibrationForm_DisplayCalibrationCurve_To_convert_peak_area_ratios_to_concentrations__specify_the_internal_standard_concentration_for__0__, peptide);
}
else
{
zedGraphControl.GraphPane.Title.Text = null;
}
}
}
else
{
if (curveFitter.GetStandardConcentrations().Any())
{
zedGraphControl.GraphPane.Title.Text = null;
}
else
{
zedGraphControl.GraphPane.Title.Text = QuantificationStrings.CalibrationForm_DisplayCalibrationCurve_To_fit_a_calibration_curve__set_the_Sample_Type_of_some_replicates_to_Standard__and_specify_their_concentration_;
}
}
zedGraphControl.GraphPane.XAxis.Title.Text = curveFitter.GetXAxisTitle();
zedGraphControl.GraphPane.YAxis.Title.Text = curveFitter.GetYAxisTitle();
CalibrationCurve = curveFitter.GetCalibrationCurve();
FiguresOfMerit = curveFitter.GetFiguresOfMerit(CalibrationCurve);
double minX = double.MaxValue, maxX = double.MinValue;
double minY = double.MaxValue;
_scatterPlots = new CurveList();
IEnumerable <SampleType> sampleTypes = SampleType.ListSampleTypes()
.Where(Options.DisplaySampleType);
foreach (var sampleType in sampleTypes)
{
PointPairList pointPairList = new PointPairList();
PointPairList pointPairListExcluded = new PointPairList();
foreach (var standardIdentifier in curveFitter.EnumerateCalibrationPoints())
{
if (!Equals(sampleType, curveFitter.GetSampleType(standardIdentifier)))
{
continue;
}
double?y = curveFitter.GetYValue(standardIdentifier);
double?xCalculated = curveFitter.GetCalculatedXValue(CalibrationCurve, standardIdentifier);
double?x = curveFitter.GetSpecifiedXValue(standardIdentifier)
?? xCalculated;
if (y.HasValue && x.HasValue)
{
PointPair point = new PointPair(x.Value, y.Value)
{
Tag = standardIdentifier
};
if (sampleType.AllowExclude && null == standardIdentifier.LabelType && peptide.IsExcludeFromCalibration(standardIdentifier.ReplicateIndex))
{
pointPairListExcluded.Add(point);
}
else
{
pointPairList.Add(point);
}
if (!IsNumber(x) || !IsNumber(y))
{
continue;
}
if (!logPlot || x.Value > 0)
{
minX = Math.Min(minX, x.Value);
}
if (!logPlot || y.Value > 0)
{
minY = Math.Min(minY, y.Value);
}
maxX = Math.Max(maxX, x.Value);
if (IsNumber(xCalculated))
{
maxX = Math.Max(maxX, xCalculated.Value);
if (!logPlot || xCalculated.Value > 0)
{
minX = Math.Min(minX, xCalculated.Value);
}
}
}
}
if (pointPairList.Any())
{
var lineItem = zedGraphControl.GraphPane.AddCurve(sampleType.ToString(), pointPairList,
sampleType.Color, sampleType.SymbolType);
lineItem.Line.IsVisible = false;
lineItem.Symbol.Fill = new Fill(sampleType.Color);
_scatterPlots.Add(lineItem);
}
if (pointPairListExcluded.Any())
{
string curveLabel = pointPairList.Any() ? null : sampleType.ToString();
var lineItem = zedGraphControl.GraphPane.AddCurve(curveLabel, pointPairListExcluded,
sampleType.Color, sampleType.SymbolType);
lineItem.Line.IsVisible = false;
_scatterPlots.Add(lineItem);
}
}
List <string> labelLines = new List <String>();
RegressionFit regressionFit = document.Settings.PeptideSettings.Quantification.RegressionFit;
if (regressionFit != RegressionFit.NONE)
{
if (minX <= maxX)
{
int interpolatedLinePointCount = 100;
if (!logPlot && regressionFit != RegressionFit.LINEAR_IN_LOG_SPACE)
{
if (regressionFit == RegressionFit.LINEAR_THROUGH_ZERO)
{
minX = Math.Min(0, minX);
}
if (regressionFit != RegressionFit.QUADRATIC)
{
interpolatedLinePointCount = 2;
}
}
double[] xValues;
if (CalibrationCurve.TurningPoint.HasValue)
{
xValues = new[] { minX, CalibrationCurve.TurningPoint.Value, maxX };
}
else
{
xValues = new[] { minX, maxX };
}
Array.Sort(xValues);
LineItem interpolatedLine = CreateInterpolatedLine(CalibrationCurve, xValues,
interpolatedLinePointCount, logPlot);
if (null != interpolatedLine)
{
zedGraphControl.GraphPane.CurveList.Add(interpolatedLine);
}
}
labelLines.Add(CalibrationCurve.ToString());
if (CalibrationCurve.RSquared.HasValue)
{
labelLines.Add(CalibrationCurve.RSquaredDisplayText(CalibrationCurve.RSquared.Value));
}
if (!Equals(curveFitter.QuantificationSettings.RegressionWeighting, RegressionWeighting.NONE))
{
labelLines.Add(string.Format(@"{0}: {1}",
QuantificationStrings.Weighting, curveFitter.QuantificationSettings.RegressionWeighting));
}
if (options.ShowFiguresOfMerit)
{
string strFiguresOfMerit = FiguresOfMerit.ToString();
if (!string.IsNullOrEmpty(strFiguresOfMerit))
{
labelLines.Add(strFiguresOfMerit);
}
}
}
CalibrationPoint?selectionIdentifier = null;
if (options.ShowSelection)
{
if (curveFitter.IsotopologResponseCurve)
{
var labelType = (_skylineWindow.SequenceTree.SelectedNode as SrmTreeNode)
?.GetNodeOfType <TransitionGroupTreeNode>()?.DocNode.LabelType;
if (labelType != null)
{
selectionIdentifier =
new CalibrationPoint(_skylineWindow.SelectedResultsIndex,
labelType);
}
}
else
{
selectionIdentifier =
new CalibrationPoint(_skylineWindow.SelectedResultsIndex, null);
}
}
if (selectionIdentifier.HasValue)
{
double?ySelected = curveFitter.GetYValue(selectionIdentifier.Value);
if (IsNumber(ySelected))
{
double? xSelected = curveFitter.GetCalculatedXValue(CalibrationCurve, selectionIdentifier.Value);
var selectedLineColor = Color.FromArgb(128, GraphSummary.ColorSelected);
const float selectedLineWidth = 2;
double? xSpecified = curveFitter.GetSpecifiedXValue(selectionIdentifier.Value);
if (IsNumber(xSelected))
{
ArrowObj arrow = new ArrowObj(xSelected.Value, ySelected.Value, xSelected.Value,
ySelected.Value)
{
Line = { Color = GraphSummary.ColorSelected }
};
zedGraphControl.GraphPane.GraphObjList.Insert(0, arrow);
var verticalLine = new LineObj(xSelected.Value, ySelected.Value, xSelected.Value,
options.LogYAxis ? minY / 10 : 0)
{
Line = { Color = selectedLineColor, Width = selectedLineWidth },
Location = { CoordinateFrame = CoordType.AxisXYScale },
ZOrder = ZOrder.E_BehindCurves,
IsClippedToChartRect = true
};
zedGraphControl.GraphPane.GraphObjList.Add(verticalLine);
if (IsNumber(xSpecified))
{
var horizontalLine = new LineObj(xSpecified.Value, ySelected.Value, xSelected.Value,
ySelected.Value)
{
Line = { Color = selectedLineColor, Width = selectedLineWidth },
Location = { CoordinateFrame = CoordType.AxisXYScale },
ZOrder = ZOrder.E_BehindCurves,
IsClippedToChartRect = true
};
zedGraphControl.GraphPane.GraphObjList.Add(horizontalLine);
}
}
else
{
// We were not able to map the observed intensity back to the calibration curve, but we still want to
// indicate where the currently selected point is.
if (IsNumber(xSpecified))
{
// If the point has a specified concentration, then use that.
ArrowObj arrow = new ArrowObj(xSpecified.Value, ySelected.Value, xSpecified.Value,
ySelected.Value)
{
Line = { Color = GraphSummary.ColorSelected }
};
zedGraphControl.GraphPane.GraphObjList.Insert(0, arrow);
}
else
{
// Otherwise, draw a horizontal line at the appropriate y-value.
var horizontalLine = new LineObj(minX, ySelected.Value, maxX, ySelected.Value)
{
Line = { Color = selectedLineColor, Width = selectedLineWidth },
Location = { CoordinateFrame = CoordType.AxisXYScale },
IsClippedToChartRect = true,
};
ZedGraphControl.GraphPane.GraphObjList.Add(horizontalLine);
}
}
}
QuantificationResult quantificationResult = null;
double?calculatedConcentration;
if (curveFitter.IsotopologResponseCurve)
{
calculatedConcentration =
curveFitter.GetCalculatedConcentration(CalibrationCurve, selectionIdentifier.Value);
}
else
{
quantificationResult = curveFitter.GetPeptideQuantificationResult(selectionIdentifier.Value.ReplicateIndex);
calculatedConcentration = quantificationResult?.CalculatedConcentration;
}
if (calculatedConcentration.HasValue)
{
labelLines.Add(string.Format(@"{0} = {1}",
QuantificationStrings.Calculated_Concentration,
QuantificationResult.FormatCalculatedConcentration(calculatedConcentration.Value,
curveFitter.QuantificationSettings.Units)));
}
else if (quantificationResult != null && !quantificationResult.NormalizedArea.HasValue)
{
labelLines.Add(QuantificationStrings.CalibrationForm_DisplayCalibrationCurve_The_selected_replicate_has_missing_or_truncated_transitions);
}
}
if (Options.ShowFiguresOfMerit)
{
if (IsNumber(FiguresOfMerit.LimitOfDetection))
{
var lodLine = new LineObj(Color.DarkMagenta, FiguresOfMerit.LimitOfDetection.Value, 0,
FiguresOfMerit.LimitOfDetection.Value, 1)
{
Location = { CoordinateFrame = CoordType.XScaleYChartFraction }
};
zedGraphControl.GraphPane.GraphObjList.Add(lodLine);
}
if (IsNumber(FiguresOfMerit.LimitOfQuantification))
{
var loqLine = new LineObj(Color.DarkCyan, FiguresOfMerit.LimitOfQuantification.Value, 0,
FiguresOfMerit.LimitOfQuantification.Value, 1)
{
Location = { CoordinateFrame = CoordType.XScaleYChartFraction }
};
zedGraphControl.GraphPane.GraphObjList.Add(loqLine);
}
}
if (labelLines.Any())
{
TextObj text = new TextObj(TextUtil.LineSeparate(labelLines), .01, 0,
CoordType.ChartFraction, AlignH.Left, AlignV.Top)
{
IsClippedToChartRect = true,
ZOrder = ZOrder.E_BehindCurves,
FontSpec = GraphSummary.CreateFontSpec(Color.Black),
};
zedGraphControl.GraphPane.GraphObjList.Add(text);
}
}
private void DisplayCalibrationCurve()
{
CalibrationCurveOptions options = Settings.Default.CalibrationCurveOptions;
zedGraphControl.GraphPane.YAxis.Type = zedGraphControl.GraphPane.XAxis.Type
= options.LogPlot ? AxisType.Log : AxisType.Linear;
zedGraphControl.GraphPane.Legend.IsVisible = options.ShowLegend;
_scatterPlots = null;
CalibrationCurve = null;
FiguresOfMerit = FiguresOfMerit.EMPTY;
SrmDocument document = DocumentUiContainer.DocumentUI;
if (!document.Settings.HasResults)
{
zedGraphControl.GraphPane.Title.Text =
QuantificationStrings.CalibrationForm_DisplayCalibrationCurve_No_results_available;
return;
}
PeptideDocNode peptide;
PeptideGroupDocNode peptideGroup;
if (!TryGetSelectedPeptide(out peptideGroup, out peptide))
{
zedGraphControl.GraphPane.Title.Text =
QuantificationStrings
.CalibrationForm_DisplayCalibrationCurve_Select_a_peptide_to_see_its_calibration_curve;
return;
}
if (-1 == document.Children.IndexOf(peptideGroup))
{
zedGraphControl.GraphPane.Title.Text = QuantificationStrings.CalibrationForm_DisplayCalibrationCurve_The_selected_peptide_is_no_longer_part_of_the_Skyline_document_;
return;
}
PeptideQuantifier peptideQuantifier = PeptideQuantifier.GetPeptideQuantifier(document, peptideGroup,
peptide);
CalibrationCurveFitter curveFitter = new CalibrationCurveFitter(peptideQuantifier, document.Settings);
if (peptideQuantifier.QuantificationSettings.RegressionFit == RegressionFit.NONE)
{
if (!(peptideQuantifier.NormalizationMethod is NormalizationMethod.RatioToLabel))
{
zedGraphControl.GraphPane.Title.Text =
QuantificationStrings.CalibrationForm_DisplayCalibrationCurve_Use_the_Quantification_tab_on_the_Peptide_Settings_dialog_to_control_the_conversion_of_peak_areas_to_concentrations_;
}
else
{
if (!peptide.InternalStandardConcentration.HasValue)
{
zedGraphControl.GraphPane.Title.Text =
string.Format(QuantificationStrings.CalibrationForm_DisplayCalibrationCurve_To_convert_peak_area_ratios_to_concentrations__specify_the_internal_standard_concentration_for__0__, peptide);
}
else
{
zedGraphControl.GraphPane.Title.Text = null;
}
}
}
else
{
if (curveFitter.GetStandardConcentrations().Any())
{
zedGraphControl.GraphPane.Title.Text = null;
}
else
{
zedGraphControl.GraphPane.Title.Text = QuantificationStrings.CalibrationForm_DisplayCalibrationCurve_To_fit_a_calibration_curve__set_the_Sample_Type_of_some_replicates_to_Standard__and_specify_their_concentration_;
}
}
zedGraphControl.GraphPane.XAxis.Title.Text = curveFitter.GetXAxisTitle();
zedGraphControl.GraphPane.YAxis.Title.Text = curveFitter.GetYAxisTitle();
CalibrationCurve = curveFitter.GetCalibrationCurve();
FiguresOfMerit = curveFitter.GetFiguresOfMerit(CalibrationCurve);
double minX = double.MaxValue, maxX = double.MinValue;
double minY = double.MaxValue;
_scatterPlots = new CurveList();
foreach (var sampleType in SampleType.ListSampleTypes())
{
if (!Options.DisplaySampleType(sampleType))
{
continue;
}
PointPairList pointPairList = new PointPairList();
PointPairList pointPairListExcluded = new PointPairList();
for (int iReplicate = 0;
iReplicate < document.Settings.MeasuredResults.Chromatograms.Count;
iReplicate++)
{
ChromatogramSet chromatogramSet = document.Settings.MeasuredResults.Chromatograms[iReplicate];
if (!Equals(sampleType, chromatogramSet.SampleType))
{
continue;
}
double?y = curveFitter.GetYValue(iReplicate);
double?xCalculated = curveFitter.GetCalculatedXValue(CalibrationCurve, iReplicate);
double?x = curveFitter.GetSpecifiedXValue(iReplicate)
?? xCalculated;
if (y.HasValue && x.HasValue)
{
PointPair point = new PointPair(x.Value, y.Value)
{
Tag = iReplicate
};
if (sampleType.AllowExclude && peptide.IsExcludeFromCalibration(iReplicate))
{
pointPairListExcluded.Add(point);
}
else
{
pointPairList.Add(point);
}
if (double.IsNaN(x.Value) || double.IsInfinity(x.Value) ||
double.IsNaN(y.Value) || double.IsInfinity(y.Value))
{
continue;
}
if (!Options.LogPlot || x.Value > 0)
{
minX = Math.Min(minX, x.Value);
}
if (!Options.LogPlot || y.Value > 0)
{
minY = Math.Min(minY, y.Value);
}
maxX = Math.Max(maxX, x.Value);
if (xCalculated.HasValue)
{
maxX = Math.Max(maxX, xCalculated.Value);
if (!Options.LogPlot || xCalculated.Value > 0)
{
minX = Math.Min(minX, xCalculated.Value);
}
}
}
}
if (pointPairList.Any())
{
var lineItem = zedGraphControl.GraphPane.AddCurve(sampleType.ToString(), pointPairList,
sampleType.Color, sampleType.SymbolType);
lineItem.Line.IsVisible = false;
lineItem.Symbol.Fill = new Fill(sampleType.Color);
_scatterPlots.Add(lineItem);
}
if (pointPairListExcluded.Any())
{
string curveLabel = pointPairList.Any() ? null : sampleType.ToString();
var lineItem = zedGraphControl.GraphPane.AddCurve(curveLabel, pointPairListExcluded,
sampleType.Color, sampleType.SymbolType);
lineItem.Line.IsVisible = false;
_scatterPlots.Add(lineItem);
}
}
List <string> labelLines = new List <String>();
RegressionFit regressionFit = document.Settings.PeptideSettings.Quantification.RegressionFit;
if (regressionFit != RegressionFit.NONE)
{
if (minX <= maxX)
{
int interpolatedLinePointCount = 100;
if (!options.LogPlot)
{
if (regressionFit == RegressionFit.LINEAR_THROUGH_ZERO)
{
minX = Math.Min(0, minX);
}
if (regressionFit != RegressionFit.QUADRATIC)
{
interpolatedLinePointCount = 2;
}
}
double[] xValues;
if (CalibrationCurve.TurningPoint.HasValue)
{
xValues = new[] { minX, CalibrationCurve.TurningPoint.Value, maxX };
}
else
{
xValues = new[] { minX, maxX };
}
Array.Sort(xValues);
LineItem interpolatedLine = CreateInterpolatedLine(CalibrationCurve, xValues,
interpolatedLinePointCount, Options.LogPlot);
if (null != interpolatedLine)
{
zedGraphControl.GraphPane.CurveList.Add(interpolatedLine);
}
}
labelLines.Add(CalibrationCurve.ToString());
if (CalibrationCurve.RSquared.HasValue)
{
labelLines.Add(QuantificationStrings.CalibrationForm_DisplayCalibrationCurve_ +
CalibrationCurve.RSquared.Value.ToString("0.####")); // Not L10N
}
if (!Equals(curveFitter.QuantificationSettings.RegressionWeighting, RegressionWeighting.NONE))
{
labelLines.Add(string.Format("{0}: {1}", // Not L10N
QuantificationStrings.Weighting, curveFitter.QuantificationSettings.RegressionWeighting));
}
string strFiguresOfMerit = FiguresOfMerit.ToString();
if (!string.IsNullOrEmpty(strFiguresOfMerit))
{
labelLines.Add(strFiguresOfMerit);
}
}
if (options.ShowSelection)
{
double?ySelected = curveFitter.GetYValue(_skylineWindow.SelectedResultsIndex);
double?xSelected = curveFitter.GetCalculatedXValue(CalibrationCurve, _skylineWindow.SelectedResultsIndex);
if (xSelected.HasValue && ySelected.HasValue)
{
const float selectedLineWidth = 2;
ArrowObj arrow = new ArrowObj(xSelected.Value, ySelected.Value, xSelected.Value,
ySelected.Value)
{
Line = { Color = GraphSummary.ColorSelected }
};
zedGraphControl.GraphPane.GraphObjList.Insert(0, arrow);
var selectedLineColor = Color.FromArgb(128, GraphSummary.ColorSelected);
var verticalLine = new LineObj(xSelected.Value, ySelected.Value, xSelected.Value, options.LogPlot ? double.MinValue : 0)
{
Line = { Color = selectedLineColor, Width = selectedLineWidth },
Location = { CoordinateFrame = CoordType.AxisXYScale },
ZOrder = ZOrder.E_BehindCurves,
IsClippedToChartRect = true
};
zedGraphControl.GraphPane.GraphObjList.Add(verticalLine);
double?xSpecified = curveFitter.GetSpecifiedXValue(_skylineWindow.SelectedResultsIndex);
if (xSpecified.HasValue)
{
var horizontalLine = new LineObj(xSpecified.Value, ySelected.Value, xSelected.Value,
ySelected.Value)
{
Line = { Color = selectedLineColor, Width = selectedLineWidth },
Location = { CoordinateFrame = CoordType.AxisXYScale },
ZOrder = ZOrder.E_BehindCurves,
IsClippedToChartRect = true
};
zedGraphControl.GraphPane.GraphObjList.Add(horizontalLine);
}
}
var quantificationResult = curveFitter.GetQuantificationResult(_skylineWindow.SelectedResultsIndex);
if (quantificationResult.CalculatedConcentration.HasValue)
{
labelLines.Add(string.Format("{0} = {1}", // Not L10N
QuantificationStrings.Calculated_Concentration, quantificationResult));
}
else if (!quantificationResult.NormalizedArea.HasValue)
{
labelLines.Add(QuantificationStrings.CalibrationForm_DisplayCalibrationCurve_The_selected_replicate_has_missing_or_truncated_transitions);
}
}
if (labelLines.Any())
{
TextObj text = new TextObj(TextUtil.LineSeparate(labelLines), .01, 0,
CoordType.ChartFraction, AlignH.Left, AlignV.Top)
{
IsClippedToChartRect = true,
ZOrder = ZOrder.E_BehindCurves,
FontSpec = GraphSummary.CreateFontSpec(Color.Black),
};
zedGraphControl.GraphPane.GraphObjList.Add(text);
}
}
private void DisplayCalibrationCurve()
{
CalibrationCurveOptions options = Settings.Default.CalibrationCurveOptions;
zedGraphControl.GraphPane.YAxis.Type = zedGraphControl.GraphPane.XAxis.Type
= options.LogPlot ? AxisType.Log : AxisType.Linear;
zedGraphControl.GraphPane.Legend.IsVisible = options.ShowLegend;
_scatterPlots = null;
CalibrationCurve = null;
SrmDocument document = DocumentUiContainer.DocumentUI;
if (!document.Settings.HasResults)
{
zedGraphControl.GraphPane.Title.Text =
QuantificationStrings.CalibrationForm_DisplayCalibrationCurve_No_results_available;
return;
}
PeptideDocNode peptide = null;
PeptideGroupDocNode peptideGroup = null;
SequenceTree sequenceTree = _skylineWindow.SequenceTree;
if (null != sequenceTree)
{
PeptideTreeNode peptideTreeNode = sequenceTree.GetNodeOfType <PeptideTreeNode>();
if (null != peptideTreeNode)
{
peptide = peptideTreeNode.DocNode;
}
PeptideGroupTreeNode peptideGroupTreeNode = sequenceTree.GetNodeOfType <PeptideGroupTreeNode>();
if (null != peptideGroupTreeNode)
{
peptideGroup = peptideGroupTreeNode.DocNode;
}
}
if (null == peptide)
{
zedGraphControl.GraphPane.Title.Text =
QuantificationStrings
.CalibrationForm_DisplayCalibrationCurve_Select_a_peptide_to_see_its_calibration_curve;
return;
}
PeptideQuantifier peptideQuantifier = PeptideQuantifier.GetPeptideQuantifier(document.Settings, peptideGroup,
peptide);
CalibrationCurveFitter curveFitter = new CalibrationCurveFitter(peptideQuantifier, document.Settings);
if (peptideQuantifier.QuantificationSettings.RegressionFit == RegressionFit.NONE)
{
if (string.IsNullOrEmpty(
peptideQuantifier.QuantificationSettings.NormalizationMethod.IsotopeLabelTypeName))
{
zedGraphControl.GraphPane.Title.Text =
QuantificationStrings.CalibrationForm_DisplayCalibrationCurve_Use_the_Quantification_tab_on_the_Peptide_Settings_dialog_to_control_the_conversion_of_peak_areas_to_concentrations_;
}
else
{
if (!peptide.InternalStandardConcentration.HasValue)
{
zedGraphControl.GraphPane.Title.Text =
string.Format(QuantificationStrings.CalibrationForm_DisplayCalibrationCurve_To_convert_peak_area_ratios_to_concentrations__specify_the_internal_standard_concentration_for__0__, peptide);
}
else
{
zedGraphControl.GraphPane.Title.Text = null;
}
}
}
else
{
if (curveFitter.GetStandardConcentrations().Any())
{
zedGraphControl.GraphPane.Title.Text = null;
}
else
{
zedGraphControl.GraphPane.Title.Text = QuantificationStrings.CalibrationForm_DisplayCalibrationCurve_To_fit_a_calibration_curve__set_the_Sample_Type_of_some_replicates_to_Standard__and_specify_their_concentration_;
}
}
zedGraphControl.GraphPane.XAxis.Title.Text = curveFitter.GetXAxisTitle();
zedGraphControl.GraphPane.YAxis.Title.Text = curveFitter.GetYAxisTitle();
CalibrationCurve = curveFitter.GetCalibrationCurve();
double minX = double.MaxValue, maxX = double.MinValue;
_scatterPlots = new CurveList();
foreach (var sampleType in SampleType.ListSampleTypes())
{
if (!Options.DisplaySampleType(sampleType))
{
continue;
}
PointPairList pointPairList = new PointPairList();
for (int iReplicate = 0;
iReplicate < document.Settings.MeasuredResults.Chromatograms.Count;
iReplicate++)
{
ChromatogramSet chromatogramSet = document.Settings.MeasuredResults.Chromatograms[iReplicate];
if (!Equals(sampleType, chromatogramSet.SampleType))
{
continue;
}
double?y = curveFitter.GetYValue(iReplicate);
double?x = curveFitter.GetSpecifiedXValue(iReplicate)
?? curveFitter.GetCalculatedXValue(CalibrationCurve, iReplicate);
if (y.HasValue && x.HasValue)
{
PointPair point = new PointPair(x.Value, y.Value)
{
Tag = iReplicate
};
pointPairList.Add(point);
if (!Options.LogPlot || x.Value > 0)
{
minX = Math.Min(minX, x.Value);
}
maxX = Math.Max(maxX, x.Value);
}
}
if (pointPairList.Any())
{
var lineItem = zedGraphControl.GraphPane.AddCurve(sampleType.ToString(), pointPairList,
sampleType.Color, sampleType.SymbolType);
lineItem.Line.IsVisible = false;
lineItem.Symbol.Fill = new Fill(sampleType.Color);
_scatterPlots.Add(lineItem);
}
}
List <string> labelLines = new List <String>();
RegressionFit regressionFit = document.Settings.PeptideSettings.Quantification.RegressionFit;
if (regressionFit != RegressionFit.NONE)
{
if (minX <= maxX)
{
int interpolatedLinePointCount = 100;
if (!options.LogPlot)
{
if (regressionFit == RegressionFit.LINEAR_THROUGH_ZERO)
{
minX = Math.Min(0, minX);
}
if (regressionFit != RegressionFit.QUADRATIC)
{
interpolatedLinePointCount = 2;
}
}
LineItem interpolatedLine = CreateInterpolatedLine(CalibrationCurve, minX, maxX,
interpolatedLinePointCount, Options.LogPlot);
if (null != interpolatedLine)
{
zedGraphControl.GraphPane.CurveList.Add(interpolatedLine);
}
}
labelLines.Add(CalibrationCurve.ToString());
if (CalibrationCurve.RSquared.HasValue)
{
labelLines.Add(QuantificationStrings.CalibrationForm_DisplayCalibrationCurve_ +
CalibrationCurve.RSquared.Value.ToString("0.####")); // Not L10N
}
if (!Equals(curveFitter.QuantificationSettings.RegressionWeighting, RegressionWeighting.NONE))
{
labelLines.Add(string.Format("{0}: {1}", // Not L10N
QuantificationStrings.Weighting, curveFitter.QuantificationSettings.RegressionWeighting));
}
}
if (options.ShowSelection)
{
double?ySelected = curveFitter.GetYValue(_skylineWindow.SelectedResultsIndex);
double?xSelected = curveFitter.GetCalculatedXValue(CalibrationCurve, _skylineWindow.SelectedResultsIndex);
if (xSelected.HasValue && ySelected.HasValue)
{
ArrowObj arrow = new ArrowObj(xSelected.Value, ySelected.Value, xSelected.Value,
ySelected.Value)
{
Line = { Color = GraphSummary.ColorSelected }
};
zedGraphControl.GraphPane.GraphObjList.Insert(0, arrow);
}
var quantificationResult = curveFitter.GetQuantificationResult(_skylineWindow.SelectedResultsIndex);
if (quantificationResult.CalculatedConcentration.HasValue)
{
labelLines.Add(string.Format("{0} = {1}", // Not L10N
QuantificationStrings.Calculated_Concentration, quantificationResult));
}
else if (!quantificationResult.NormalizedArea.HasValue)
{
labelLines.Add(QuantificationStrings.CalibrationForm_DisplayCalibrationCurve_The_selected_replicate_has_missing_or_truncated_transitions);
}
}
if (labelLines.Any())
{
TextObj text = new TextObj(TextUtil.LineSeparate(labelLines), .01, 0,
CoordType.ChartFraction, AlignH.Left, AlignV.Top)
{
IsClippedToChartRect = true,
ZOrder = ZOrder.E_BehindCurves,
FontSpec = GraphSummary.CreateFontSpec(Color.Black),
};
zedGraphControl.GraphPane.GraphObjList.Add(text);
}
}
private void button4_Click(object sender, EventArgs e)
{
Excel.Application xlApp;
Excel.Workbook xlWorkBook;
Excel.Worksheet xlWorkSheet_Parameters;
Excel.Worksheet xlWorkSheet_Signals;
Excel.Worksheet xlWorkSheet_Defines;
Excel.Worksheet xlWorkSheet_States;
string Line;
int LineNum;
int RetVal = 0;
int index;
bool ScalingExists = false;
bool GroupExists = false;
XLSECTParameter XLSECTParameter1 = new XLSECTParameter();
XLSECTSignal XLSECTSignal1 = new XLSECTSignal();
SignalValue SignalValue1 = new SignalValue();
CalibrationValue CalibrationValue1 = new CalibrationValue();
CalibrationSharedAxis CalibrationSharedAxis1 = new CalibrationSharedAxis();
CalibrationCurve CalibrationCurve1 = new CalibrationCurve();
CalibrationMap CalibrationMap1 = new CalibrationMap();
System.IO.StreamWriter fileXML;
/* Scaling IDs */
CalibrationScaling CScalingNew = new CalibrationScaling();
// CalibrationScaling CS;
Group GroupNew = new Group();
GroupList = new List <Group>();
CScalingList = new List <CalibrationScaling>();
object misValue = System.Reflection.Missing.Value;
xlApp = new Excel.Application();
xlWorkBook = xlApp.Workbooks.Open(filePath, 0, true, 5, "", "", true, Microsoft.Office.Interop.Excel.XlPlatform.xlWindows, "\t", false, false, 0, true, 1, 0);
xlWorkSheet_Parameters = (Excel.Worksheet)xlWorkBook.Worksheets.get_Item(1);
xlWorkSheet_Signals = (Excel.Worksheet)xlWorkBook.Worksheets.get_Item(2);
xlWorkSheet_Defines = (Excel.Worksheet)xlWorkBook.Worksheets.get_Item(3);
xlWorkSheet_States = (Excel.Worksheet)xlWorkBook.Worksheets.get_Item(4);
if (File.Exists(BasefilePath))
{
// Copy the XML base file as a header for the new file
CopyBaseFileToTarget();
fileXML = new System.IO.StreamWriter(XMLfilePath, true);
// Generate the signals and write them in the new XML file
Line = "2";
LineNum = 2;
while (-2 != RetVal)
{
// Elaborate the signals sheet
RetVal = XLSECTSignal1.upload(ref xlWorkSheet_Signals, Line);
// Build the Scaling IDs list
CScalingNew.upload(ref XLSECTSignal1);
ScalingExists = false;
foreach (CalibrationScaling CS in CScalingList)
{
if (CS.ID == CScalingNew.ID)
{
ScalingExists = true;
}
}
if (ScalingExists == false)
{
CScalingList.Add(CScalingNew);
CScalingNew = new CalibrationScaling();
}
// Build the Group IDs list
GroupNew.upload(ref XLSECTSignal1);
GroupExists = false;
foreach (Group GP in GroupList)
{
if (GP.ID == GroupNew.ID)
{
GroupExists = true;
}
}
if (GroupExists == false)
{
GroupList.Add(GroupNew);
GroupNew = new Group();
}
// If it is a Signal (Channel in ECT XML nomenclature)
if ((RetVal == 0) || (RetVal == 123456789))
{
SignalValue1.upload(ref XLSECTSignal1, false, 0, ref Containr);
SignalValue1.AppendToFile(ref fileXML);
// SignalValue1.Show();
}
else
{
if (RetVal > 1)
{
if (RetVal > 123456789)
{
RetVal -= 123456789;
}
for (index = 0; index < RetVal; index++)
{
SignalValue1.upload(ref XLSECTSignal1, true, index, ref Containr);
SignalValue1.AppendToFile(ref fileXML);
}
}
}
LineNum++;
Line = Convert.ToString(LineNum);
}
// Generate the calibrations and write them in the new XML file
Line = "2";
LineNum = 2;
RetVal = 0;
while (-2 != RetVal)
{
// Elaborate the parameters sheet
RetVal = XLSECTParameter1.upload(ref xlWorkSheet_Parameters, Line);
CScalingNew.upload(ref XLSECTParameter1);
ScalingExists = false;
foreach (CalibrationScaling CS in CScalingList)
{
if (CS.ID == CScalingNew.ID)
{
ScalingExists = true;
}
}
if (ScalingExists == false)
{
CScalingList.Add(CScalingNew);
CScalingNew = new CalibrationScaling();
}
// Build the Group IDs list
GroupNew.upload(ref XLSECTParameter1);
GroupExists = false;
foreach (Group GP in GroupList)
{
if (GP.ID == GroupNew.ID)
{
GroupExists = true;
}
}
if (GroupExists == false)
{
GroupList.Add(GroupNew);
GroupNew = new Group();
}
// If it is a CalibrationValue
if (RetVal == 0)
{
CalibrationValue1.upload(ref XLSECTParameter1, ref Containr);
CalibrationValue1.AppendToFile(ref fileXML);
// CalibrationValue1.Show();
}
// If it is a CalibrationSharedAxis
if (RetVal == 1)
{
CalibrationSharedAxis1.upload(ref XLSECTParameter1, ref Containr);
CalibrationSharedAxis1.AppendToFile(ref fileXML);
// CalibrationSharedAxis1.Show();
}
// If it is a CalibrationCurve
if (RetVal == 2)
{
CalibrationCurve1.upload(ref XLSECTParameter1, ref Containr);
CalibrationCurve1.AppendToFile(ref fileXML);
// CalibrationCurve1.Show();
}
// If it is a CalibrationMap
if (RetVal == 3)
{
CalibrationMap1.upload(ref XLSECTParameter1, ref Containr);
CalibrationMap1.AppendToFile(ref fileXML);
// CalibrationMap1.Show();
}
LineNum++;
Line = Convert.ToString(LineNum);
}
foreach (Group GP in GroupList)
{
GP.AppendToFile(ref fileXML);
}
foreach (CalibrationScaling CS in CScalingList)
{
CS.AppendToFile(ref fileXML);
}
fileXML.WriteLine("</LIE00V12PARTIAL>");
fileXML.Close();
}
else
{
MessageBox.Show(" Base File doesn't exist");
}
/*
*
* MessageBox.Show(
* xlWorkSheet_Parameters.get_Range("A2", "A2").Value2.ToString() + "\r\n" +
* xlWorkSheet_Parameters.get_Range("A3", "A3").Value2.ToString() + "\r\n" +
* xlWorkSheet_Parameters.get_Range("A4", "A4").Value2.ToString() + "\r\n" +
* xlWorkSheet_Parameters.get_Range("A5", "A5").Value2.ToString() + "\r\n" +
* xlWorkSheet_Parameters.get_Range("A6", "A6").Value2.ToString() + "\r\n"
* );
*/
xlWorkBook.Close(true, misValue, misValue);
xlApp.Quit();
releaseObject(xlWorkSheet_Parameters);
releaseObject(xlWorkSheet_Signals);
releaseObject(xlWorkSheet_Defines);
releaseObject(xlWorkSheet_States);
releaseObject(xlWorkBook);
releaseObject(xlApp);
MessageBox.Show("Finished!");
}
public AreaCVRefinementData(SrmDocument document, AreaCVRefinementSettings settings,
CancellationToken token, SrmSettingsChangeMonitor progressMonitor = null)
{
_settings = settings;
if (document == null || !document.Settings.HasResults)
{
return;
}
var replicates = document.MeasuredResults.Chromatograms.Count;
var areas = new List <AreaInfo>(replicates);
var annotations = AnnotationHelper.GetPossibleAnnotations(document, settings.Group).ToArray();
if (!annotations.Any() && settings.Group == null)
{
annotations = new string[] { null }
}
;
_internalData = new List <InternalData>();
var hasHeavyMods = document.Settings.PeptideSettings.Modifications.HasHeavyModifications;
var hasGlobalStandards = document.Settings.HasGlobalStandardArea;
var ms1 = settings.MsLevel == AreaCVMsLevel.precursors;
// Avoid using not-MS1 with a document that is only MS1
if (!ms1 && document.MoleculeTransitions.All(t => t.IsMs1))
{
ms1 = true;
}
double?qvalueCutoff = null;
if (ShouldUseQValues(document))
{
qvalueCutoff = _settings.QValueCutoff;
}
int?minDetections = null;
if (_settings.MinimumDetections != -1)
{
minDetections = _settings.MinimumDetections;
}
MedianInfo medianInfo = null;
int? ratioIndex = null;
if (settings.NormalizeOption.IsRatioToLabel)
{
var isotopeLabelTypeName = (settings.NormalizeOption.NormalizationMethod as NormalizationMethod.RatioToLabel)
?.IsotopeLabelTypeName;
ratioIndex =
document.Settings.PeptideSettings.Modifications.RatioInternalStandardTypes.IndexOf(type =>
type.Name == isotopeLabelTypeName);
}
if (_settings.NormalizeOption.Is(NormalizationMethod.EQUALIZE_MEDIANS))
{
medianInfo = CalculateMedianAreas(document);
}
NormalizationData normalizationData = null;
foreach (var peptideGroup in document.MoleculeGroups)
{
foreach (var peptide in peptideGroup.Molecules)
{
if (progressMonitor != null)
{
progressMonitor.ProcessMolecule(peptide);
}
if (_settings.PointsType == PointsTypePeakArea.decoys != peptide.IsDecoy)
{
continue;
}
CalibrationCurveFitter calibrationCurveFitter = null;
CalibrationCurve calibrationCurve = null;
IEnumerable <TransitionGroupDocNode> transitionGroups;
if (_settings.NormalizeOption == NormalizeOption.CALIBRATED ||
_settings.NormalizeOption == NormalizeOption.DEFAULT)
{
if (!peptide.TransitionGroups.Any())
{
continue;
}
var peptideQuantifier = PeptideQuantifier.GetPeptideQuantifier(() =>
{
return(normalizationData = normalizationData ?? NormalizationData.GetNormalizationData(document, false, null));
}, document.Settings, peptideGroup, peptide);
calibrationCurveFitter = new CalibrationCurveFitter(peptideQuantifier, document.Settings);
transitionGroups = new[] { peptide.TransitionGroups.First() };
if (_settings.NormalizeOption == NormalizeOption.CALIBRATED)
{
calibrationCurve = calibrationCurveFitter.GetCalibrationCurve();
if (calibrationCurve == null)
{
continue;
}
}
}
else
{
transitionGroups = peptide.TransitionGroups;
}
foreach (var transitionGroupDocNode in transitionGroups)
{
foreach (var a in annotations)
{
areas.Clear();
if (!Equals(a, _settings.Annotation) && (_settings.Group == null || _settings.Annotation != null))
{
continue;
}
foreach (var replicateIndex in AnnotationHelper.GetReplicateIndices(document,
_settings.Group, a))
{
if (progressMonitor != null && progressMonitor.IsCanceled())
{
throw new OperationCanceledException();
}
token.ThrowIfCancellationRequested();
var groupChromInfo = transitionGroupDocNode.GetSafeChromInfo(replicateIndex)
.FirstOrDefault(c => c.OptimizationStep == 0);
if (groupChromInfo == null)
{
continue;
}
if (qvalueCutoff.HasValue)
{
if (!(groupChromInfo.QValue.HasValue &&
groupChromInfo.QValue.Value < qvalueCutoff.Value))
{
continue;
}
}
double sumArea, normalizedArea;
if (calibrationCurveFitter != null)
{
double?value;
if (calibrationCurve != null)
{
value = calibrationCurveFitter.GetCalculatedConcentration(calibrationCurve,
replicateIndex);
}
else
{
value = calibrationCurveFitter.GetNormalizedPeakArea(
new CalibrationPoint(replicateIndex, null));
}
if (!value.HasValue)
{
continue;
}
sumArea = value.Value;
normalizedArea = value.Value;
}
else
{
if (!groupChromInfo.Area.HasValue)
{
continue;
}
var index = replicateIndex;
sumArea = transitionGroupDocNode.Transitions.Where(t =>
{
if (ms1 != t.IsMs1 || !t.ExplicitQuantitative)
{
return(false);
}
var chromInfo = t.GetSafeChromInfo(index)
.FirstOrDefault(c => c.OptimizationStep == 0);
if (chromInfo == null)
{
return(false);
}
if (_settings.Transitions == AreaCVTransitions.best)
{
return(chromInfo.RankByLevel == 1);
}
if (_settings.Transitions == AreaCVTransitions.all)
{
return(true);
}
return(chromInfo.RankByLevel <= _settings.CountTransitions);
// ReSharper disable once PossibleNullReferenceException
}).Sum(t => (double)t.GetSafeChromInfo(index)
.FirstOrDefault(c => c.OptimizationStep == 0).Area);
normalizedArea = sumArea;
if (_settings.NormalizeOption.Is(NormalizationMethod.EQUALIZE_MEDIANS))
{
normalizedArea /= medianInfo.Medians[replicateIndex] / medianInfo.MedianMedian;
}
else if (_settings.NormalizeOption.Is(NormalizationMethod.GLOBAL_STANDARDS) &&
hasGlobalStandards)
{
normalizedArea =
NormalizeToGlobalStandard(document, transitionGroupDocNode, replicateIndex,
sumArea);
}
else if (_settings.NormalizeOption.Is(NormalizationMethod.TIC))
{
var denominator = document.Settings.GetTicNormalizationDenominator(
replicateIndex, groupChromInfo.FileId);
if (!denominator.HasValue)
{
continue;
}
normalizedArea /= denominator.Value;
}
else if (hasHeavyMods &&
_settings.NormalizeOption.NormalizationMethod is NormalizationMethod
.RatioToLabel)
{
var ci = transitionGroupDocNode.GetSafeChromInfo(replicateIndex)
.FirstOrDefault(c => c.OptimizationStep == 0);
RatioValue ratioValue = null;
if (ratioIndex.HasValue && ratioIndex.Value >= 0 &&
ratioIndex.Value < ci.Ratios.Count)
{
ratioValue = ci.Ratios[ratioIndex.Value];
}
if (ratioValue == null)
{
continue;
}
normalizedArea = ratioValue.Ratio;
}
}
areas.Add(new AreaInfo(sumArea, normalizedArea));
}
if (qvalueCutoff.HasValue && minDetections.HasValue && areas.Count < minDetections.Value)
{
continue;
}
_settings.AddToInternalData(_internalData, areas, peptideGroup, peptide, transitionGroupDocNode, a);
}
}
}
}
Data = ImmutableList <CVData> .ValueOf(_internalData.GroupBy(i => i, (key, grouped) =>
{
var groupedArray = grouped.ToArray();
return(new CVData(
groupedArray.Select(idata => new PeptideAnnotationPair(idata.PeptideGroup, idata.Peptide, idata.TransitionGroup, idata.Annotation, idata.CV)),
key.CVBucketed, key.Area, groupedArray.Length));
}).OrderBy(d => d.CV));
}