Summary of Study ST001154
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 PR000773. The data can be accessed directly via it's Project DOI: 10.21228/M8RT1C 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 | ST001154 |
Study Title | A comprehensive plasma metabolomics dataset for a cohort of mouse knockouts within the International Mouse Phenotyping Consortium |
Study Summary | Untargeted and targeted metabolomics datasets were acquired for blood plasma samples of 30 mouse knockouts within the International Mouse Phenotyping Consortium (IMPC). http://www.mousephenotype.org/. West Coast Metabolomics Center at UC Davis (https://metabolomics.ucdavis.edu/) conducted the metabolomics analyses. |
Institute | University of California, Davis |
Department | Genome Center |
Laboratory | West Coast Metabolomics Center |
Last Name | Barupal |
First Name | Dinesh |
Address | 451 East Health Science Drive |
dinkumar@ucdavis.edu | |
Phone | 5309794354 |
Submit Date | 2019-03-12 |
Num Groups | 31 |
Total Subjects | 220 |
Num Males | 110 |
Num Females | 110 |
Raw Data Available | Yes |
Raw Data File Type(s) | cdf, raw(Thermo), mzML |
Analysis Type Detail | GC-MS/LC-MS |
Release Date | 2019-04-12 |
Release Version | 1 |
Select appropriate tab below to view additional metadata details:
Project:
Project ID: | PR000773 |
Project DOI: | doi: 10.21228/M8RT1C |
Project Title: | A comprehensive plasma metabolomics dataset for a cohort of mouse knockouts within the International Mouse Phenotyping Consortium |
Project Type: | Observational study |
Project Summary: | Untargeted and targeted metabolomics datasets were acquired for blood plasma samples of 30 mouse knockouts and the wildtype strain within the International Mouse Phenotyping Consortium (IMPC http://www.mousephenotype.org/). West Coast Metabolomics Center at UC Davis (https://metabolomics.ucdavis.edu/) conducted the metabolomics analyses. |
Institute: | University of California, Davis |
Department: | Genome Center |
Last Name: | Barupal |
First Name: | Dinesh |
Address: | 451 Health Science Drive, West Coast Metabolomics Center, Davis, California, 95616, USA |
Email: | dinkumar@ucdavis.edu |
Phone: | 5309794354 |
Subject:
Subject ID: | SU001238 |
Subject Type: | Mammal |
Subject Species: | Mus musculus |
Taxonomy ID: | 10090 |
Age Or Age Range: | Adult |
Gender: | Male and female |
Factors:
Subject type: Mammal; Subject species: Mus musculus (Factor headings shown in green)
mb_sample_id | local_sample_id | Genotype |
---|---|---|
SA081280 | 215989_027 | A2m |
SA081281 | 204770_025 | A2m |
SA081282 | 216077_028 | A2m |
SA081283 | 204771_026 | A2m |
SA081284 | 216079_029 | A2m |
SA081285 | 216080_030 | A2m |
SA081286 | 190365_065 | Ahcy |
SA081287 | 190372_066 | Ahcy |
SA081288 | 181061_064 | Ahcy |
SA081289 | 180957_062 | Ahcy |
SA081290 | 180958_063 | Ahcy |
SA081291 | 180956_061 | Ahcy |
SA081292 | 123951_017 | Atp5b |
SA081293 | 144064_016 | Atp5b |
SA081294 | 123953_018 | Atp5b |
SA081295 | 143866_013 | Atp5b |
SA081296 | 143869_015 | Atp5b |
SA081297 | 143867_014 | Atp5b |
SA081298 | 296501_122 | Atp6v0d1 |
SA081299 | 296503_123 | Atp6v0d1 |
SA081300 | 254467_124 | Atp6v0d1 |
SA081301 | 254470_126 | Atp6v0d1 |
SA081302 | 254468_125 | Atp6v0d1 |
SA081303 | 296500_121 | Atp6v0d1 |
SA081304 | 224106_041 | C8a |
SA081305 | 222899_040 | C8a |
SA081306 | 257445_039 | C8a |
SA081307 | 257443_038 | C8a |
SA081308 | 224107_042 | C8a |
SA081309 | 233525_037 | C8a |
SA081310 | 217741_113 | Cdk4 |
SA081311 | 206819_112 | Cdk4 |
SA081312 | 206925_110 | Cdk4 |
SA081313 | 206923_109 | Cdk4 |
SA081314 | 217742_114 | Cdk4 |
SA081315 | 209532_111 | Cdk4 |
SA081316 | 125374_053 | Dhfr |
SA081317 | 129283_049 | Dhfr |
SA081318 | 122070_052 | Dhfr |
SA081319 | 129286_051 | Dhfr |
SA081320 | 129285_050 | Dhfr |
SA081321 | 125375_054 | Dhfr |
SA081322 | 424983_127 | Dync1li1 |
SA081323 | 447116_132 | Dync1li1 |
SA081324 | 447115_131 | Dync1li1 |
SA081325 | 428092_130 | Dync1li1 |
SA081326 | 424984_128 | Dync1li1 |
SA081327 | 427987_129 | Dync1li1 |
SA081328 | 410985_088 | G6pd2 |
SA081329 | 430037_089 | G6pd2 |
SA081330 | 432863_090 | G6pd2 |
SA081331 | 420424_085 | G6pd2 |
SA081332 | 429932_086 | G6pd2 |
SA081333 | 429948_087 | G6pd2 |
SA081334 | 43709_043 | Galc |
SA081335 | 40494_047 | Galc |
SA081336 | 43712_045 | Galc |
SA081337 | 40393_046 | Galc |
SA081338 | 43711_044 | Galc |
SA081339 | 40495_048 | Galc |
SA081340 | 38379_094 | Gnpda1 |
SA081341 | 40790_095 | Gnpda1 |
SA081342 | 40681_092 | Gnpda1 |
SA081343 | 40793_096 | Gnpda1 |
SA081344 | 38276_091 | Gnpda1 |
SA081345 | 40683_093 | Gnpda1 |
SA081346 | 190701_012 | Idh1 |
SA081347 | 138120_011 | Idh1 |
SA081348 | 138110_010 | Idh1 |
SA081349 | 115996_009 | Idh1 |
SA081350 | 115900_008 | Idh1 |
SA081351 | 185262_007 | Idh1 |
SA081352 | 435798_023 | Iqgap1 |
SA081353 | 487667_024 | Iqgap1 |
SA081354 | 506107_022 | Iqgap1 |
SA081355 | 493977_021 | Iqgap1 |
SA081356 | 487464_019 | Iqgap1 |
SA081357 | 487461_020 | Iqgap1 |
SA081358 | 111495_100 | Lmbrd1 |
SA081359 | 85376_099 | Lmbrd1 |
SA081360 | 72465_097 | Lmbrd1 |
SA081361 | 118598_101 | Lmbrd1 |
SA081362 | 85374_098 | Lmbrd1 |
SA081363 | 118599_102 | Lmbrd1 |
SA081364 | 225110_035 | Mfap4 |
SA081365 | 212480_032 | Mfap4 |
SA081366 | 225109_034 | Mfap4 |
SA081367 | 212477_031 | Mfap4 |
SA081368 | 225111_036 | Mfap4 |
SA081369 | 213386_033 | Mfap4 |
SA081370 | 356268_074 | Mmachc |
SA081371 | 356157_073 | Mmachc |
SA081372 | 356272_075 | Mmachc |
SA081373 | 356371_076 | Mmachc |
SA081374 | 356475_077 | Mmachc |
SA081375 | 356477_078 | Mmachc |
SA081376 | 349944_156 | Mvk |
SA081377 | 328199_155 | Mvk |
SA081378 | 328195_154 | Mvk |
SA081379 | 345321_152 | Mvk |
Collection:
Collection ID: | CO001232 |
Collection Summary: | Blood specimens were collected using the IMPC protocol https://www.mousephenotype.org/impress/ |
Sample Type: | Blood (plasma) |
Treatment:
Treatment ID: | TR001253 |
Treatment Summary: | 30 genotypes and one group of wildtype mouse |
Sample Preparation:
Sampleprep ID: | SP001246 |
Sampleprep Summary: | Metabolites were extracted using standard protocols for GCMS and LCMS assays by the West Coast Metabolomics Center. |
Combined analysis:
Analysis ID | AN001941 | AN001942 | AN001943 | AN001944 | AN001945 | AN001946 | AN001947 |
---|---|---|---|---|---|---|---|
Analysis type | MS | MS | MS | MS | MS | MS | MS |
Chromatography type | GC | Reversed phase | Reversed phase | HILIC | HILIC | Reversed phase | Reversed phase |
Chromatography system | Agilent 6890N | Thermo Vanquish | Thermo Vanquish | Thermo Vanquish | Thermo Vanquish | Waters Acquity I-Class | Waters Acquity I-Class |
Column | Restek Rtx-5Sil (30m x 0.25mm,0.25um) | Waters Acquity CSH C18 (100 x 2.1mm,1.7um) | Waters Acquity CSH C18 (100 x 2.1mm,1.7um) | Waters Acquity BEH Amide (150 x 2.1mm,1.7um) | Waters Acquity BEH Amide (150 x 2.1mm,1.7um) | Waters Acquity BEH C18 (100 x 2mm,1.7um) | Waters Acquity BEH C18 (100 x 2mm,1.7um) |
MS Type | EI | ESI | ESI | ESI | ESI | ESI | ESI |
MS instrument type | GC-TOF | Orbitrap | Orbitrap | Orbitrap | Orbitrap | Triple quadrupole | Triple quadrupole |
MS instrument name | Leco Pegasus IV TOF | Thermo Q Exactive Plus Orbitrap | Thermo Q Exactive Plus Orbitrap | Thermo Q Exactive HF hybrid Orbitrap | Thermo Q Exactive HF hybrid Orbitrap | ABI Sciex 6500 QTrap | ABI Sciex 6500 QTrap |
Ion Mode | NEGATIVE | POSITIVE | NEGATIVE | POSITIVE | NEGATIVE | UNSPECIFIED | NEGATIVE |
Units | normalized peak height | normalized peak height | normalized peak height | normalized peak height | normalized peak height | nM | nM |
Chromatography:
Chromatography ID: | CH001408 |
Instrument Name: | Agilent 6890N |
Column Name: | Restek Rtx-5Sil (30m x 0.25mm,0.25um) |
Chromatography Type: | GC |
Chromatography ID: | CH001409 |
Instrument Name: | Thermo Vanquish |
Column Name: | Waters Acquity CSH C18 (100 x 2.1mm,1.7um) |
Flow Gradient: | 0 min 85% (A); 0-2 min 70% (A); 2-2.5 min 52% (A); 2.5-11 min 18% (A); 11-11.5 min 1% (A); 11.5-12 min 1% (A); 12-12.1 min 85% (A); 12.1-15 min 85% (A) |
Solvent A: | Pos mode:60% acetonitrile/40% water; 0.1% formic acid; 10 mM ammonium formate, Neg mode:60% acetonitrile/40% water; 0.1% formic acid; 10 mM ammonium acetate |
Solvent B: | Pos mode:90% isopropanol/10% acetonitrile; 0.1% formic acid; 10 mM ammonium formate, Neg mode:90% isopropanol/10% acetonitrile; 0.1% formic acid; 10 mM ammonium acetate |
Chromatography Type: | Reversed phase |
Chromatography ID: | CH001410 |
Instrument Name: | Thermo Vanquish |
Column Name: | Waters Acquity BEH Amide (150 x 2.1mm,1.7um) |
Column Temperature: | 45 |
Flow Gradient: | 100% (B) for 2 min, 70% (B) at 7.7 min, 40% (B) at 9.5 min, 30% (B) at 10.25 min, 100% (B) at 12.75 min and isocratic until 16.75 min. |
Flow Rate: | 0.4 mL/min |
Solvent A: | 100% water; 0.125% formic acid; 10 mM ammonium formate |
Solvent B: | 95% acetonitrile/5% water; 0.125% formic acid; 10 mM ammonium formate |
Chromatography Type: | HILIC |
Chromatography ID: | CH001411 |
Instrument Name: | Waters Acquity I-Class |
Column Name: | Waters Acquity BEH C18 (100 x 2mm,1.7um) |
Column Temperature: | 45 |
Flow Gradient: | The 20 min gradient is: 0-0.5 min 10% B, 0.5-1 min 10-20% B, 1-1.5 min 20-22.5% B, 1.5-11 min 22.5-45% B, 11-12.5 min 45-95% B, 12.5-16 min 95% B, 16-16.5 min 95-10% B, 16.5-20 min 10% B |
Flow Rate: | 400 µL/min |
Solvent A: | 100% water; 0.1% formic acid; |
Solvent B: | 100% acetonitrile; 0.1% formic acid |
Chromatography Type: | Reversed phase |
Chromatography ID: | CH001412 |
Instrument Name: | Waters Acquity I-Class |
Column Name: | Waters Acquity BEH C18 (100 x 2mm,1.7um) |
Column Temperature: | 45 |
Flow Gradient: | 16 min gradient is: 0-1 min 25-40% B, 1-2.5 min 40-42% B, 2.5-4.5 min 42-50% B, 4.5-10.5 min 50-65% B, 10.5-12.5 min 65-75% B, 12.5-14 min 75-85% B, 14-14.5 min 85-95% B, 14.5-15 min 95-25% B, 15-16 min 25% B. |
Flow Rate: | 250 µL/min |
Solvent A: | 100% water; 0.1% acetic acid |
Solvent B: | 90% acetonitrile/10% isopropanol; 0.1% acetic acid |
Chromatography Type: | Reversed phase |
MS:
MS ID: | MS001797 |
Analysis ID: | AN001941 |
Instrument Name: | Leco Pegasus IV TOF |
Instrument Type: | GC-TOF |
MS Type: | EI |
MS Comments: | Data acquisition : An Agilent 6890 gas chromatography instrument equipped with a Gerstel automatic linear exchange systems (ALEX) which included a multipurpose sample dual rail and a Gerstel cold injection system (CIS). The CIS temperature program was : 50°C to 275°C final temperature at a rate of 12 °C/s and hold for 3 minutes. Injection volume was 0.5 µL with 10 µL/s injection speed. Injection mode was splitless with a purge time of 25 seconds. Injector liner was changed after every 10 samples. Injection syringe was washed with 10 µL of ethyl acetate before and after each run. A Rtx-5Sil MS column (30m length, 0.25 mm i.d, 0.25 microM 95% dimethyl 5% diphenyl polysiloxane film). An additional 10 m integrated guard column was used. Mobile phase was 99.9999% pure Helium gas with a flow rate of 1ml/min. GC temperature program was : hold at 50°C for 1 min, ramped at 20°C/min to 330°C and then hold for 5 minutes. A Leco Pegasus IV time of flight mass spectrometer was used to acquire data. The transfer line temperature between gas chromatograph and mass spectrometer was set to 280°C. Electron impact ionization at 70V was employed with an ion-source temperature of 250°C. Acquisition rate was 17 spectra/second with a scan mass range of 85-500 Da. Data processing : Data processing Raw data files are preprocessed directly after data acquisition and stored as ChromaTOF-specific *.peg files, as generic *.txt result files and additionally as generic ANDI MS *.cdf files. ChromaTOF vs. 4.0 is used for data preprocessing without smoothing, 3 s peak width, baseline subtraction just above the noise level, and automatic mass spectral deconvolution and peak detection at signal/noise levels of 5:1 throughout the chromatogram. Apex masses are reported for use in the BinBase algorithm. Result *.txt files are exported to a data server with absolute spectra intensities and further processed by a filtering algorithm implemented in the metabolomics BinBase database.The BinBase algorithm (rtx5) used the settings: validity of chromatogram (10^7 counts s -1 ), unbiased retention index marker detection (MS similarity>800, validity of intensity range for high m/z marker ions), retention index calculation by 5th order polynomial regression. Spectra are cut to 5% base peak abundance and matched to database entries from most to least abundant spectra using the following matching filters: retention index window ±2,000 units (equivalent to about ±2 s retention time), validation of unique ions and apex masses (unique ion must be included in apexing masses and present at >3% of base peak abundance), mass spectrum similarity must fit criteria dependent on peak purity and signal/noise ratios and a final isomer filter. Failed spectra are automatically entered as new database entries if s/n >25, purity 80%. All thresholds reflect settings for ChromaTOF v. 4.0. Quantification is reported as peak height using the unique ion as default, unless a different quantification ion is manually set in the BinBase administration software BinView. A quantification report table is produced for all database entries that are positively detected in more than 10% of the samples of a study design class (as defined in the miniX database) for unidentified metabolites. A subsequent post-processing module is employed to automatically replace missing values from the *.cdf files. Replaced values are labeled as ‘low confidence’ by color coding, and for each metabolite, the number of high-confidence peak detections is recorded as well as the ratio of the average height of replaced values to high-confidence peak detections. These ratios and numbers are used for manual curation of automatic report data sets to data sets released for submission. |
Ion Mode: | NEGATIVE |
MS ID: | MS001798 |
Analysis ID: | AN001942 |
Instrument Name: | Thermo Q Exactive Plus Orbitrap |
Instrument Type: | Orbitrap |
MS Type: | ESI |
MS Comments: | Data acquisition : Extracted lipids were separated on an Acquity UPLC CSH C18 column (100 x 2.1 mm; 1.7 µm) maintained at 65°C. The mobile phases for positive mode consisted of 60:40 acetonitrile:water with 10 mM ammonium formate and 0.1% formic acid (A) and 90:10 isopropanol:acetonitrile with 10 mM ammonium formate and 0.1% formic acid (B). For negative mode, the mobile phase modifier was 10 mM ammonium acetate instead. The gradient was as follows: 0 min 85% (A); 0–2 min 70% (A); 2–2.5 min 52% (A); 2.5–11 min 18% (A); 11–11.5 min 1% (A); 11.5–12 min 1% (A); 12–12.1 min 85% (A); 12.1–15 min 85% (A). Sample temperature is maintained at 4°C in the autosampler. 2 µL of sample was injected. Vanquish UHPLC system (ThermoFisher Scientific) was used. Thermo Q-Exactive HF Orbitrap MS instrument was operated in electrospray ionization (ESI) in positive and negative modes respectively with the following parameters: mass range 120−1700 m/z; spray voltage 3.6kV (ESI+) and -3kV (ESI-), sheath gas (nitrogen) flow rate 60 units; auxiliary gas (nitrogen) flow rate 25 units, capillary temperature 320 °C, full scan MS1 mass resolving power 60,000, data-dependent MS/MS (dd-MS/MS) 4 scans per cycle, normalized collision energy at 20%, 30% and 40%, dd-MS/MS mass resolving power 15,000. Thermo Xcalibur 4.0.27.19 was used for data acquisition and analysis. Instruments was tuned by manufacturer’s recommendations. Data processing : Raw data files were converted to the mzML format using the ProteoWizard MSConvert utility. For each m/z values ion chromatogram was extracted with m/z thresholds of 0.005 dalton and retention time threshold of 0.10 minute. Apex of the extracted ion chromatograph was used as peak height value and exported to a txt file. Peak height files for all the samples were merged together to generate a data matrix. Targeted peak height signal extraction was performed using an R script .Extracted ion chromatograms for each peak were saved as pictures. CSH-POS and CSH-NEG data matrices were generated. No normalization was applied as minimum signal drift was observed during analysis. |
Ion Mode: | POSITIVE |
MS ID: | MS001799 |
Analysis ID: | AN001943 |
Instrument Name: | Thermo Q Exactive Plus Orbitrap |
Instrument Type: | Orbitrap |
MS Type: | ESI |
MS Comments: | Data acquisition : Extracted lipids were separated on an Acquity UPLC CSH C18 column (100 x 2.1 mm; 1.7 µm) maintained at 65°C. The mobile phases for positive mode consisted of 60:40 acetonitrile:water with 10 mM ammonium formate and 0.1% formic acid (A) and 90:10 isopropanol:acetonitrile with 10 mM ammonium formate and 0.1% formic acid (B). For negative mode, the mobile phase modifier was 10 mM ammonium acetate instead. The gradient was as follows: 0 min 85% (A); 0–2 min 70% (A); 2–2.5 min 52% (A); 2.5–11 min 18% (A); 11–11.5 min 1% (A); 11.5–12 min 1% (A); 12–12.1 min 85% (A); 12.1–15 min 85% (A). Sample temperature is maintained at 4°C in the autosampler. 2 µL of sample was injected. Vanquish UHPLC system (ThermoFisher Scientific) was used. Thermo Q-Exactive HF Orbitrap MS instrument was operated in electrospray ionization (ESI) in positive and negative modes respectively with the following parameters: mass range 120−1700 m/z; spray voltage 3.6kV (ESI+) and -3kV (ESI-), sheath gas (nitrogen) flow rate 60 units; auxiliary gas (nitrogen) flow rate 25 units, capillary temperature 320 °C, full scan MS1 mass resolving power 60,000, data-dependent MS/MS (dd-MS/MS) 4 scans per cycle, normalized collision energy at 20%, 30% and 40%, dd-MS/MS mass resolving power 15,000. Thermo Xcalibur 4.0.27.19 was used for data acquisition and analysis. Instruments was tuned by manufacturer’s recommendations. Data processing : Raw data files were converted to the mzML format using the ProteoWizard MSConvert utility. For each m/z values ion chromatogram was extracted with m/z thresholds of 0.005 dalton and retention time threshold of 0.10 minute. Apex of the extracted ion chromatograph was used as peak height value and exported to a txt file. Peak height files for all the samples were merged together to generate a data matrix. Targeted peak height signal extraction was performed using an R script. Extracted ion chromatograms for each peak were saved as pictures. CSH-POS and CSH-NEG data matrices were generated. No normalization was applied as minimum signal drift was observed during analysis. |
Ion Mode: | NEGATIVE |
MS ID: | MS001800 |
Analysis ID: | AN001944 |
Instrument Name: | Thermo Q Exactive HF hybrid Orbitrap |
Instrument Type: | Orbitrap |
MS Type: | ESI |
MS Comments: | Data acquisition : 3 µL sample aliquots were injected on a Waters Acquity UPLC BEH Amide column (150 mm length × 2.1 mm id; 1.7 μm particle size) maintained at 45°C. A Waters Acquity VanGuard BEH Amide pre-column (5 mm × 2.1 mm id; 1.7 μm particle size) was used as guard column. Mobile phase A was 100% LC-MS grade water with 10 mM ammonium formate and 0.125% formic acid and mobile phase B was 95:5 v/v acetonitrile:water with 10 mM ammonium formate and 0.125% formic acid. Gradient was started at 100% (B) for 2 min, 70% (B) at 7.7 min, 40% (B) at 9.5 min, 30% (B) at 10.25 min, 100% (B) at 12.75 min and isocratic until 16.75 min. The column flow was 0.4 mL/min. Vanquish UHPLC system (ThermoFisher Scientific) was used. A Thermo Q-Exactive HF Orbitrap MS instrument was operated in electrospray ionization (ESI) in positive and negative modes respectively with the following parameters: mass range 60−900 m/z; spray voltage 3.6kV (ESI+) and -3kV (ESI-), sheath gas (nitrogen) flow rate 60 units; auxiliary gas (nitrogen) flow rate 25 units, capillary temperature 320°C, full scan MS1 mass resolving power 60,000, data-dependent MSMS (dd-MSMS) 4 scans per cycle, normalized collision energy at 20%, 30% and 40%, dd-MSMS mass resolving power 15,000. Thermo Xcalibur 4.0.27.19 was used for data acquisition and analysis. Instruments was tuned by manufacturer’s recommendations. Data processing : Raw data files were converted to the mzML format using the ProteoWizard MSConvert utility. For each m/z values ion chromatogram was extracted with m/z thresholds of 0.005 dalton and retention time threshold of 0.10 minute. Apex of the extracted ion chromatograph was used as peak height value and exported to a txt file. Peak height files for all the samples were merged together to generate a data matrix. Targeted peak height signal extraction was performed using an R script. Extracted ion chromatograms for each peak were saved as pictures. HILIC-POS data were not normalized because no batch effect was observed. HILIC-NEG data were normalized by the median value for each batch to remove batch effects. |
Ion Mode: | POSITIVE |
MS ID: | MS001801 |
Analysis ID: | AN001945 |
Instrument Name: | Thermo Q Exactive HF hybrid Orbitrap |
Instrument Type: | Orbitrap |
MS Type: | ESI |
MS Comments: | Data acquisition : 3 µL sample aliquots were injected on a Waters Acquity UPLC BEH Amide column (150 mm length × 2.1 mm id; 1.7 μm particle size) maintained at 45°C. A Waters Acquity VanGuard BEH Amide pre-column (5 mm × 2.1 mm id; 1.7 μm particle size) was used as guard column. Mobile phase A was 100% LC-MS grade water with 10 mM ammonium formate and 0.125% formic acid and mobile phase B was 95:5 v/v acetonitrile:water with 10 mM ammonium formate and 0.125% formic acid. Gradient was started at 100% (B) for 2 min, 70% (B) at 7.7 min, 40% (B) at 9.5 min, 30% (B) at 10.25 min, 100% (B) at 12.75 min and isocratic until 16.75 min. The column flow was 0.4 mL/min. Vanquish UHPLC system (ThermoFisher Scientific) was used. A Thermo Q-Exactive HF Orbitrap MS instrument was operated in electrospray ionization (ESI) in positive and negative modes respectively with the following parameters: mass range 60−900 m/z; spray voltage 3.6kV (ESI+) and -3kV (ESI-), sheath gas (nitrogen) flow rate 60 units; auxiliary gas (nitrogen) flow rate 25 units, capillary temperature 320°C, full scan MS1 mass resolving power 60,000, data-dependent MSMS (dd-MSMS) 4 scans per cycle, normalized collision energy at 20%, 30% and 40%, dd-MSMS mass resolving power 15,000. Thermo Xcalibur 4.0.27.19 was used for data acquisition and analysis. Instruments was tuned by manufacturer’s recommendations. Data processing : Raw data files were converted to the mzML format using the ProteoWizard MSConvert utility. For each m/z values ion chromatogram was extracted with m/z thresholds of 0.005 dalton and retention time threshold of 0.10 minute. Apex of the extracted ion chromatograph was used as peak height value and exported to a txt file. Peak height files for all the samples were merged together to generate a data matrix. Targeted peak height signal extraction was performed using an R script. Extracted ion chromatograms for each peak were saved as pictures. HILIC-POS data were not normalized because no batch effect was observed. HILIC-NEG data were normalized by the median value for each batch to remove batch effects. |
Ion Mode: | NEGATIVE |
MS ID: | MS001802 |
Analysis ID: | AN001946 |
Instrument Name: | ABI Sciex 6500 QTrap |
Instrument Type: | Triple quadrupole |
MS Type: | ESI |
MS Comments: | For bile acids and steroids, reverse-phase liquid chromatography was achieved on a Waters Acquity BEH C18 column (1.7 µm, 2.1x100 mm) with its corresponding Vanguard precolumn at 45 °C at a flow rate of 400 µL/min. Mobile phase A was LC-MS grade water with 0.1% formic acid; mobile phase B was acetonitrile with 0.1% formic acid. The 20 min gradient is: 0–0.5 min 10% B, 0.5–1 min 10-20% B, 1–1.5 min 20-22.5% B, 1.5–11 min 22.5-45% B, 11–12.5 min 45-95% B, 12.5–16 min 95% B, 16–16.5 min 95-10% B, 16.5–20 min 10% B.Extracts were analyzed by liquid chromatography (Waters ACQUITY UPLC I-Class system) coupled to a Sciex 6500+ QTRAP hybrid, triple quadrupole linear ion trap mass spectrometer. 5 µL of each extract was injected. Scheduled multiple reaction monitoring (MRM) was performed with optimized collision energies, de-clustering potentials, and collision cell exit potentials for individual analyte. A LC-MRM targeted method was used to analyze both bile acids and steroids with positive and negative polarity switching. Oxylipins were analyzed in another LC-MRM method in negative ionization mode. All analytes were quantified against 6-point calibration curves using internal standards. Turbo Spray Ion Source parameters are: curtain gas (CUR) 25 psi, nebulizer gas (GS1) 50 psi, turbo-gas (GS2) 50 psi, electrospray voltage −4.5 kV/+3 kV, and source temperature 525 °C. Nitrogen was used as the collision gas. Software Analyst 1.6.3 and MultiQuant 3.0.2 (AB Sciex) were used for data acquisition and quantification. |
Ion Mode: | UNSPECIFIED |
MS ID: | MS001803 |
Analysis ID: | AN001947 |
Instrument Name: | ABI Sciex 6500 QTrap |
Instrument Type: | Triple quadrupole |
MS Type: | ESI |
MS Comments: | For oxylipins, LC separation was conducted on the same column but mobile phase A was water with 0.1% acetic acid and B was acetonitrile:isopropanol 90:10 (v/v) with 0.1% acetic acid. Column is maintained at 45 °C at the flow rate of 250 µL/min. The 16 min gradient is: 0–1 min 25-40% B, 1–2.5 min 40-42% B, 2.5–4.5 min 42-50% B, 4.5–10.5 min 50-65% B, 10.5–12.5 min 65-75% B, 12.5–14 min 75-85% B, 14–14.5 min 85-95% B, 14.5–15 min 95-25% B, 15–16 min 25% B. Extracts were analyzed by liquid chromatography (Waters ACQUITY UPLC I-Class system) coupled to a Sciex 6500+ QTRAP hybrid, triple quadrupole linear ion trap mass spectrometer. 5 µL of each extract was injected. Scheduled multiple reaction monitoring (MRM) was performed with optimized collision energies, de-clustering potentials, and collision cell exit potentials for individual analyte. A LC-MRM targeted method was used to analyze both bile acids and steroids with positive and negative polarity switching. Oxylipins were analyzed in another LC-MRM method in negative ionization mode. All analytes were quantified against 6-point calibration curves using internal standards. Turbo Spray Ion Source parameters are: curtain gas (CUR) 25 psi, nebulizer gas (GS1) 50 psi, turbo-gas (GS2) 50 psi, electrospray voltage −4.5 kV/+3 kV, and source temperature 525 °C. Nitrogen was used as the collision gas. Software Analyst 1.6.3 and MultiQuant 3.0.2 (AB Sciex) were used for data acquisition and quantification. |
Ion Mode: | NEGATIVE |