Summary of Study ST002796
This data is available at the NIH Common Fund's National Metabolomics Data Repository (NMDR) website, the Metabolomics Workbench, https://www.metabolomicsworkbench.org, where it has been assigned Project ID PR001744. The data can be accessed directly via it's Project DOI: 10.21228/M88Q6W This work is supported by NIH grant, U2C- DK119886.
See: https://www.metabolomicsworkbench.org/about/howtocite.php
This study contains a large results data set and is not available in the mwTab file. It is only available for download via FTP as data file(s) here.
Study ID | ST002796 |
Study Title | Comparison of different blood samples (whole blood, serum and plasma) |
Study Type | Untargeted Metabolomics |
Study Summary | To evaluate the performance of compounds annotation in real biological samples, we conducted LC-MS/MS based metabolomics including both DDA and SWATH-DIA on paired blood samples of different types (plasma, serum and whole blood) and compared their chemical differences. |
Institute | McGill University |
Department | Faculty of Agricultural and Environmental Sciences |
Laboratory | Xia Lab, Institute of Parasitology |
Last Name | Xia |
First Name | Jeff |
Address | Macdonald Campus, McGill University 21,111 Lakeshore Road |
jeff.xia@mcgill.ca | |
Phone | 5143988668 |
Submit Date | 2023-07-25 |
Num Groups | 3 |
Total Subjects | 14 |
Num Males | 7 |
Num Females | 7 |
Raw Data Available | Yes |
Raw Data File Type(s) | mzML |
Analysis Type Detail | LC-MS |
Release Date | 2024-01-01 |
Release Version | 1 |
Select appropriate tab below to view additional metadata details:
Project:
Project ID: | PR001744 |
Project DOI: | doi: 10.21228/M88Q6W |
Project Title: | MetaboAnalystR 4.0: towards a unified LC-MS workflow for global metabolomics |
Project Type: | MS/MS qualification and MS quantification study |
Project Summary: | Here we introduce MetaboAnalystR 4.0, an open-source R package that have been developed to provide a unified workflow to help address three key bioinformatics bottlenecks facing LC-MS-based global metabolomics, including: 1) auto-optimized LC-MS spectral processing for feature detection and quantification; 2) streamlined MS/MS spectral deconvolution and compound annotation coupled with comprehensive spectral reference databases (~1.5 million MS2 spectra); 3) a sensitive functional interpretation module for functional analysis directly from LC-MS and MS/MS results. During our validation case studies in comparison with other well-established approaches, MetaboAnalystR 4.0 has identified > 10% more high-quality MS and MS/MS features; it has also significantly increased true positive rate of identification (> 40%) without increasing false positives using both data-dependent acquisition (DDA) and data-independent acquisition (DIA) datasets; finally, pathway enrichment analysis integrating LC-MS and MS/MS spectra from COVID-19 datasets has produced results that are better aligned with literature report. |
Institute: | McGill University |
Department: | Faculty of Agricultural and Environmental Sciences |
Laboratory: | Xia Lab, Institute of Parasitology |
Last Name: | Xia |
First Name: | Jeff |
Address: | Macdonald Campus, McGill University 21,111 Lakeshore Road |
Email: | jeff.xia@mcgill.ca |
Phone: | 5146605018 |
Funding Source: | NIH, TIMIC, Genome Canada, Génome Québec |
Contributors: | Zhiqiang Pang, Lei Xu, Charles Viau |
Subject:
Subject ID: | SU002903 |
Subject Type: | Human |
Subject Species: | Homo sapiens |
Taxonomy ID: | 9606 |
Age Or Age Range: | 22-32 |
Gender: | Male and female |
Species Group: | Mammals |
Factors:
Subject type: Human; Subject species: Homo sapiens (Factor headings shown in green)
mb_sample_id | local_sample_id | Mode | Blood_type |
---|---|---|---|
SA300180 | PLASMA12_C18neg | C18 Negative | Plasma |
SA300181 | PLASMA11_C18neg | C18 Negative | Plasma |
SA300182 | PLASMA14_C18neg | C18 Negative | Plasma |
SA300183 | PLASMA15_C18neg | C18 Negative | Plasma |
SA300184 | PLASMA01_C18neg | C18 Negative | Plasma |
SA300185 | PLASMA10_C18neg | C18 Negative | Plasma |
SA300186 | PLASMA13_C18neg | C18 Negative | Plasma |
SA300187 | PLASMA05_C18neg | C18 Negative | Plasma |
SA300188 | PLASMA03_C18neg | C18 Negative | Plasma |
SA300189 | PLASMA09_C18neg | C18 Negative | Plasma |
SA300190 | PLASMA06_C18neg | C18 Negative | Plasma |
SA300191 | PLASMA02_C18neg | C18 Negative | Plasma |
SA300192 | PLASMA07_C18neg | C18 Negative | Plasma |
SA300193 | PLASMA08_C18neg | C18 Negative | Plasma |
SA300194 | QCDIA_02_C18neg | C18 Negative | QC |
SA300195 | QCDIA_03_C18neg | C18 Negative | QC |
SA300196 | WB_SERUM_PLASMA_TargetedDDMSC18_NEG01 | C18 Negative | QC |
SA300197 | QCDIA_01_C18neg | C18 Negative | QC |
SA300198 | QCDDA_SCAN3_01_C18neg | C18 Negative | QC |
SA300199 | QCDDA_SCAN2_01_C18neg | C18 Negative | QC |
SA300200 | QCDDA_SCAN2_02_C18neg | C18 Negative | QC |
SA300201 | WB_SERUM_PLASMA_TargetedDDMSC18_NEG02 | C18 Negative | QC |
SA300202 | QCDDA_SCAN3_02_C18neg | C18 Negative | QC |
SA300203 | WB_SERUM_PLASMA_TargetedDDMSC18_NEGall2 | C18 Negative | QC |
SA300204 | WB_SERUM_PLASMA_TargetedDDMSC18_NEG14 | C18 Negative | QC |
SA300205 | WB_SERUM_PLASMA_TargetedDDMSC18_NEGall | C18 Negative | QC |
SA300206 | QCDDA_SCAN1_02_C18neg | C18 Negative | QC |
SA300207 | WB_SERUM_PLASMA_TargetedDDMSC18_NEG13 | C18 Negative | QC |
SA300208 | WB_SERUM_PLASMA_TargetedDDMSC18_NEG12 | C18 Negative | QC |
SA300209 | WB_SERUM_PLASMA_TargetedDDMSC18_NEG04 | C18 Negative | QC |
SA300210 | WB_SERUM_PLASMA_TargetedDDMSC18_NEG11 | C18 Negative | QC |
SA300211 | WB_SERUM_PLASMA_TargetedDDMSC18_NEG03 | C18 Negative | QC |
SA300212 | QCDDA_SCAN1_01_C18neg | C18 Negative | QC |
SA300213 | QC5_C18neg | C18 Negative | QC |
SA300214 | QC3_C18neg | C18 Negative | QC |
SA300215 | QC2_C18neg | C18 Negative | QC |
SA300216 | QC1_C18neg | C18 Negative | QC |
SA300217 | QC6_C18neg | C18 Negative | QC |
SA300218 | QC4_C18neg | C18 Negative | QC |
SA300219 | SERUM07_C18neg | C18 Negative | SERUM |
SA300220 | SERUM06_C18neg | C18 Negative | SERUM |
SA300221 | SERUM09_C18neg | C18 Negative | SERUM |
SA300222 | SERUM10_C18neg | C18 Negative | SERUM |
SA300223 | SERUM11_C18neg | C18 Negative | SERUM |
SA300224 | SERUM05_C18neg | C18 Negative | SERUM |
SA300225 | SERUM04_C18neg | C18 Negative | SERUM |
SA300226 | SERUM15_C18neg | C18 Negative | SERUM |
SA300227 | SERUM01_C18neg | C18 Negative | SERUM |
SA300228 | SERUM02_C18neg | C18 Negative | SERUM |
SA300229 | SERUM03_C18neg | C18 Negative | SERUM |
SA300230 | SERUM12_C18neg | C18 Negative | SERUM |
SA300231 | SERUM08_C18neg | C18 Negative | SERUM |
SA300232 | SERUM14_C18neg | C18 Negative | SERUM |
SA300233 | SERUM13_C18neg | C18 Negative | SERUM |
SA300234 | WB04_C18neg | C18 Negative | Whole_Blood |
SA300235 | WB05_C18neg | C18 Negative | Whole_Blood |
SA300236 | WB07_C18neg | C18 Negative | Whole_Blood |
SA300237 | WB03_C18neg | C18 Negative | Whole_Blood |
SA300238 | WB06_C18neg | C18 Negative | Whole_Blood |
SA300239 | WB02_C18neg | C18 Negative | Whole_Blood |
SA300240 | WB09_C18neg | C18 Negative | Whole_Blood |
SA300241 | WB08_C18neg | C18 Negative | Whole_Blood |
SA300242 | WB10_C18neg | C18 Negative | Whole_Blood |
SA300243 | WB01_C18neg | C18 Negative | Whole_Blood |
SA300244 | WB14_C18neg | C18 Negative | Whole_Blood |
SA300245 | WB15_C18neg | C18 Negative | Whole_Blood |
SA300246 | WB13_C18neg | C18 Negative | Whole_Blood |
SA300247 | WB11_C18neg | C18 Negative | Whole_Blood |
SA300248 | WB12_C18neg | C18 Negative | Whole_Blood |
SA300249 | PLASMA12_C18pos | C18 Positive | Plasma |
SA300250 | PLASMA11_C18pos | C18 Positive | Plasma |
SA300251 | PLASMA13_C18pos | C18 Positive | Plasma |
SA300252 | PLASMA15_C18pos | C18 Positive | Plasma |
SA300253 | PLASMA10_C18pos | C18 Positive | Plasma |
SA300254 | PLASMA14_C18pos | C18 Positive | Plasma |
SA300255 | PLASMA02_C18pos | C18 Positive | Plasma |
SA300256 | PLASMA01_C18pos | C18 Positive | Plasma |
SA300257 | PLASMA09_C18pos | C18 Positive | Plasma |
SA300258 | PLASMA05_C18pos | C18 Positive | Plasma |
SA300259 | PLASMA03_C18pos | C18 Positive | Plasma |
SA300260 | PLASMA06_C18pos | C18 Positive | Plasma |
SA300261 | PLASMA07_C18pos | C18 Positive | Plasma |
SA300262 | PLASMA08_C18pos | C18 Positive | Plasma |
SA300263 | QCDIA_01_C18pos | C18 Positive | QC |
SA300264 | QCDIA_03_C18pos | C18 Positive | QC |
SA300265 | QCDDA_SCAN3_02_C18pos | C18 Positive | QC |
SA300266 | QCDIA_02_C18pos | C18 Positive | QC |
SA300267 | QCDDA_SCAN1_02_C18pos | C18 Positive | QC |
SA300268 | WB_SERUM_PLASMA_TargetedDDMSC18_POS01 | C18 Positive | QC |
SA300269 | QCDDA_SCAN2_01_C18pos | C18 Positive | QC |
SA300270 | QCDDA_SCAN2_02_C18pos | C18 Positive | QC |
SA300271 | QCDDA_SCAN3_01_C18pos | C18 Positive | QC |
SA300272 | WB_SERUM_PLASMA_TargetedDDMSC18_POS12 | C18 Positive | QC |
SA300273 | WB_SERUM_PLASMA_TargetedDDMSC18_POS22 | C18 Positive | QC |
SA300274 | WB_SERUM_PLASMA_TargetedDDMSC18_POS23 | C18 Positive | QC |
SA300275 | QCDDA_SCAN1_01_C18pos | C18 Positive | QC |
SA300276 | WB_SERUM_PLASMA_TargetedDDMSC18_POS21 | C18 Positive | QC |
SA300277 | WB_SERUM_PLASMA_TargetedDDMSC18_POS13 | C18 Positive | QC |
SA300278 | WB_SERUM_PLASMA_TargetedDDMSC18_POS03 | C18 Positive | QC |
SA300279 | WB_SERUM_PLASMA_TargetedDDMSC18_POS11 | C18 Positive | QC |
Collection:
Collection ID: | CO002896 |
Collection Summary: | Blood samples were collected and processed to gather whole blood, serum and plasma |
Sample Type: | Blood (whole) |
Storage Conditions: | -80℃ |
Treatment:
Treatment ID: | TR002912 |
Treatment Summary: | Healthy volunteers were recruited. About five milliliters of venous whole blood were drawn from each volunteer into a BD K2-EDTA Trace Element free Vacutainer. No other treatment applied. |
Sample Preparation:
Sampleprep ID: | SP002909 |
Sampleprep Summary: | The three blood sample types (WB, serum and plasma) were thawed on ice for 1 hour, and then vortexed for 30 seconds to ensure homogeneity. 100 µl of each sample type was transferred to a 1.5 ml Eppendorf microcentrifuge tube, to which 400 µl of -20°C 1:1 ACN:MeOH (v/v) was added. Samples were next vortexed for 60 seconds and stored at -20°C for 1 hour. Samples were then centrifuged at 16,100 × g for 10 minutes at 4°C. The supernatants were collected (250 µl) and filtered by centrifugation using 0.2 µm Nanosep centrifugal filters (PALL Life Sciences) at 14,000 × g for 15 minutes at 4°C. Filtered samples (120 µl) were then transferred to LC-MS vials equipped with 250 µl glass inserts and run in the LC-MS. A Quality Control (QC) sample was made by pooling equal volumes from each filtered all samples supernatant into one 1.5 ml Eppendorf microcentrifuge tube. |
Processing Storage Conditions: | On ice |
Extraction Method: | Organic reagent |
Extract Storage: | On ice |
Combined analysis:
Analysis ID | AN004548 | AN004549 |
---|---|---|
Analysis type | MS | MS |
Chromatography type | Reversed phase | HILIC |
Chromatography system | Thermo Vanquish | Thermo Vanquish |
Column | Thermo Hypersil GOLD aQ (100 x 2.1mm,1.9um) | Thermo Accucore HILIC (100 x 2.1mm,2.6um) |
MS Type | ESI | ESI |
MS instrument type | Orbitrap | Orbitrap |
MS instrument name | Thermo Q Exactive Orbitrap | Thermo Q Exactive Orbitrap |
Ion Mode | POSITIVE and NEGATIVE | POSITIVE and NEGATIVE |
Units | Peak area | Peak area |
Chromatography:
Chromatography ID: | CH003417 |
Chromatography Summary: | For C18 columns, the composition of the mobile phases A and B were 0.1% FA in water and 0.1% FA in ACN, respectively. |
Instrument Name: | Thermo Vanquish |
Column Name: | Thermo Hypersil GOLD aQ (100 x 2.1mm,1.9um) |
Column Temperature: | 40 |
Flow Gradient: | 0-1min: 95%A; 1-3min:50%A; 3-15min:20%A; 15-15.5:0%A; 15.5-19.5min: 0%A; 19.5%-20: 95%A |
Flow Rate: | 0.4 mL/min |
Solvent A: | 100% water; 0.1% formic acid |
Solvent B: | 100% acetonitrile; 0.1% formic acid |
Chromatography Type: | Reversed phase |
Chromatography ID: | CH003418 |
Chromatography Summary: | For HILIC chromatography, the composition of the mobile phases A and B were 50% ACN in water with 5 mmol/L NH4AC and 95% ACN in Water with 5mmol/L NH4AC, respectively. |
Instrument Name: | Thermo Vanquish |
Column Name: | Thermo Accucore HILIC (100 x 2.1mm,2.6um) |
Column Temperature: | 35 |
Flow Gradient: | 0-3min:1%A; 3-20min:50%A; 20-21min: 95%A; 21-24min:95%A; 24-25min:1%A |
Flow Rate: | 0.4 mL/min |
Solvent A: | 50% acetonitrile/50% water; 5 mM ammonium acetate |
Solvent B: | 95% acetonitrile/5% water; 5 mM ammonium acetate |
Chromatography Type: | HILIC |
MS:
MS ID: | MS004295 |
Analysis ID: | AN004548 |
Instrument Name: | Thermo Q Exactive Orbitrap |
Instrument Type: | Orbitrap |
MS Type: | ESI |
MS Comments: | For the C18 column, an electrospray ion (ESI) source with a spray voltage of 4 keV in positive mode and 3.5 keV in negative mode were used |
Ion Mode: | POSITIVE and NEGATIVE |
MS ID: | MS004296 |
Analysis ID: | AN004549 |
Instrument Name: | Thermo Q Exactive Orbitrap |
Instrument Type: | Orbitrap |
MS Type: | ESI |
MS Comments: | for HILIC a voltage of 4 keV in positive mode and 3.8 keV in negative mode were used |
Ion Mode: | POSITIVE and NEGATIVE |