Exemple #1
0
        public void TestGlobalWorkflowPositive()
        {
            var rawFileLocation = @"../../../testFiles/Dey_lipids_Bottom_2_1_pos_dil_Gimli_RZ-12-07-05.raw";
            var globalWorkflow  = new GlobalWorkflow(rawFileLocation);

            var fileLocation = @"../../../testFiles/Global_LipidMaps_Pos.txt";
            var fileInfo     = new FileInfo(fileLocation);
            var lipidReader  = new LipidMapsDbReader <Lipid>();
            var lipidList    = lipidReader.ReadFile(fileInfo);

            var lipidGroupSearchResults = globalWorkflow.RunGlobalWorkflow(lipidList, 30, 500);

            var filteredLipidGroupSearchResults = new List <LipidGroupSearchResult>();

            // Group results of same scan together
            var resultsGroupedByScan = lipidGroupSearchResults.GroupBy(x => x.SpectrumSearchResult.HcdSpectrum.ScanNum);

            // Grab the result(s) with the best score
            foreach (var group in resultsGroupedByScan)
            {
                var groupOrdered = group.OrderByDescending(x => x.SpectrumSearchResult.Score).ToList();

                for (var i = 0; i < 1 && i < groupOrdered.Count; i++)
                {
                    var resultToAdd = groupOrdered[i];

                    if (resultToAdd.LipidTarget.LipidClass == LipidClass.PC && resultToAdd.LipidTarget.AcylChainList.Count(x => x.NumCarbons > 0) == 2 && resultToAdd.LipidTarget.AcylChainList.Count(x => x.AcylChainType == AcylChainType.Standard) == 2)
                    {
                        filteredLipidGroupSearchResults.Add(resultToAdd);
                    }
                }
            }

            if (File.Exists("fragmentOutput.csv"))
            {
                File.Delete("fragmentOutput.csv");
            }
            TextWriter textWriter = new StreamWriter("fragmentOutput.csv");

            LipidGroupSearchResultWriter.AddHeaderForScoring(filteredLipidGroupSearchResults[0], textWriter);
            LipidGroupSearchResultWriter.WriteToCsvForScoring(filteredLipidGroupSearchResults, textWriter, "Dey_lipids_Bottom_2_1_pos_dil_Gimli_RZ-12-07-05");

            // Assure that the source data file is closed
            globalWorkflow.LcMsRun.Close();

            textWriter.Close();
        }
Exemple #2
0
        public void TestCreateScoringOutput()
        {
            const string positiveTargetsFileLocation = @"../../../testFiles/Global_LipidMaps_POS_v3.txt";
            var          positiveTargetsFileInfo     = new FileInfo(positiveTargetsFileLocation);
            var          lipidReader = new LipidMapsDbReader <Lipid>();
            var          lipidList   = lipidReader.ReadFile(positiveTargetsFileInfo);

            if (File.Exists("fragmentOutput.csv"))
            {
                File.Delete("fragmentOutput.csv");
            }
            TextWriter textWriter = new StreamWriter("fragmentOutput.csv");

            var datasetNames = new List <string>
            {
                //datasetNames.Add("Dey_lipids_Top_1_1_pos_Gimli_RZ-12-07-05");
                //datasetNames.Add("Dey_lipids_Top_1_2_pos_Gimli_RZ-12-07-05");
                //datasetNames.Add("Dey_lipids_Top_1_3_pos_Gimli_RZ-12-07-05");
                //datasetNames.Add("Dey_lipids_Bottom_1_1_pos_Gimli_RZ-12-07-05");
                //datasetNames.Add("Dey_lipids_Bottom_1_2_pos_Gimli_RZ-12-07-05");
                //datasetNames.Add("Dey_lipids_Bottom_1_3_pos_Gimli_RZ-12-07-05");
                //datasetNames.Add("Dey_lipids_Top_2_1_pos_dil_Gimli_RZ-12-07-05");
                //datasetNames.Add("Dey_lipids_Top_2_2_pos_Gimli_RZ-12-07-05");
                //datasetNames.Add("Dey_lipids_Top_2_3_pos_Gimli_RZ-12-07-05");
                //datasetNames.Add("Dey_lipids_Bottom_2_1_pos_dil_Gimli_RZ-12-07-05");
                //datasetNames.Add("Dey_lipids_Bottom_2_2_pos_Gimli_RZ-12-07-05");
                //datasetNames.Add("Dey_lipids_Bottom_2_3_pos_Gimli_RZ-12-07-05");
                "XGA121_lipid_Calu3_1",
                "XGA121_lipid_Calu3_2",
                "XGA121_lipid_Calu3_3",
                "XGA121_lipid_Skin_1",
                "XGA121_lipid_Skin_2",
                "XGA121_lipid_Skin_3",
                "XGA121_lipid_plasma_1",
                "XGA121_lipid_plasma_2",
                "XGA121_lipid_plasma_3",
                "Vero_01_CM_0d_4_Lipid_POS_Gimli_15Jan14_13-07-01",
                "Vero_01_CM_0d_2_Lipid_POS_Gimli_15Jan14_13-07-01",
                "Vero_01_CM_0d_3_Lipid_POS_Gimli_15Jan14_13-07-01",
                "Vero_01_CM_0d_1_Lipid_POS_Gimli_15Jan14_13-07-01",
                "Vero_01_MTBE_0d_4_Lipid_POS_Gimli_15Jan14_13-07-04",
                "Vero_01_MTBE_0d_3_Lipid_POS_Gimli_15Jan14_13-07-01",
                "Vero_01_MTBE_0d_2_Lipid_POS_Gimli_15Jan14_13-07-01",
                "Vero_01_MTBE_0d_1_Lipid_POS_Gimli_15Jan14_13-07-01",
                "LCA_Atta_B_gar2_b_Reruns_31May13_Gimli_12-07-01",
                "LCA_Atta_T_gar1_a1_Reruns_31May13_Gimli_12-07-01",
                "LCA_Atta_M_gar3_a_Reruns_31May13_Gimli_12-07-01",
                "Da_12_1_POS_3K_Gimli_9Oct13_13-07-01",
                "Da_24_1_POS_3K_Gimli_9Oct13_13-07-01",
                //datasetNames.Add("Lipid_QC_1_14Jan_POS_Gimli_14Jan14_13-07-01");
                //datasetNames.Add("Lipid_QC_1_14Jan_POS_Gimli_17JAN_13-07-01");
                "Daphnia_gut_TLE_POS_Gimli_21Jan14_13-07-01",
                "OMICS_HH_CDT_Lip_108_01_POS_Gimli_24Jan14_13-07-01",
                "OMICS_HH_CDT_Lip_108_02_POS_Gimli_24Jan14_13-07-01",
                "OMICS_HH_CDT_Lip_108_03_POS_Gimli_24Jan14_13-07-01",
                "Oscar_28days_TLE__POS_04Feb14_13-07-01",
                "Oscar_21days_TLE__POS_04Feb14_13-07-01",
                "Oscar_21days_dark_TLE__POS_04Feb14_13-07-01",
                "Oscar_14day_TLE__POS_04Feb14_13-07-01"
            };

            for (var datasetIndex = 0; datasetIndex < datasetNames.Count; datasetIndex++)
            {
                var datasetName = datasetNames[datasetIndex];
                var rawFileName = datasetName + ".raw";

                Console.WriteLine(DateTime.Now + ": Processing " + datasetName);

                if (File.Exists(rawFileName))
                {
                    Console.WriteLine(DateTime.Now + ": Dataset already exists");
                }
                else
                {
                    Console.WriteLine(DateTime.Now + ": Dataset does not exist locally, so we will go get it");

                    // Lookup in DMS via Mage
                    var dmsFolder         = DmsDatasetFinder.FindLocationOfDataset(datasetName);
                    var dmsDirectoryInfo  = new DirectoryInfo(dmsFolder);
                    var fullPathToDmsFile = Path.Combine(dmsDirectoryInfo.FullName, rawFileName);

                    // Copy Locally
                    // TODO: Handle files that are on MyEMSL
                    Console.WriteLine(DateTime.Now + ": Copying dataset from " + dmsDirectoryInfo.FullName);
                    File.Copy(fullPathToDmsFile, rawFileName);
                    Console.WriteLine(DateTime.Now + ": Copy complete");
                }

                // Setup workflow
                var globalWorkflow = new GlobalWorkflow(rawFileName);

                // Run workflow
                var lipidGroupSearchResults = globalWorkflow.RunGlobalWorkflow(lipidList, 30, 500);

                var filteredLipidGroupSearchResults = new List <LipidGroupSearchResult>();

                // Group results of same scan together
                var resultsGroupedByScan = lipidGroupSearchResults.GroupBy(x => x.SpectrumSearchResult.HcdSpectrum.ScanNum);

                // Grab the result(s) with the best score
                foreach (var group in resultsGroupedByScan)
                {
                    var groupOrdered = group.OrderByDescending(x => x.SpectrumSearchResult.Score).ToList();

                    for (var i = 0; i < 1 && i < groupOrdered.Count; i++)
                    {
                        var resultToAdd = groupOrdered[i];

                        if (resultToAdd.LipidTarget.LipidClass == LipidClass.PC &&
                            resultToAdd.LipidTarget.AcylChainList.Count(x => x.NumCarbons > 0) == 2 &&
                            resultToAdd.LipidTarget.AcylChainList.Count(x => x.AcylChainType == AcylChainType.Standard) == 2)
                        {
                            filteredLipidGroupSearchResults.Add(resultToAdd);
                        }
                    }
                }

                // Output results
                if (datasetIndex == 0)
                {
                    LipidGroupSearchResultWriter.AddHeaderForScoring(filteredLipidGroupSearchResults[0], textWriter);
                }
                LipidGroupSearchResultWriter.WriteToCsvForScoring(filteredLipidGroupSearchResults, textWriter, datasetName);

                // Assure that the source data file is closed
                globalWorkflow.LcMsRun.Close();
            }

            textWriter.Close();
        }