Summary of Study ST003807
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 PR002381. The data can be accessed directly via it's Project DOI: 10.21228/M8VR88 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.
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Study ID | ST003807 |
Study Title | A lipidomic exploration of the effects of high-intensity interval exercise in healthy men after metformin intake |
Study Summary | Changes in the plasma levels of individual lipids could play an important role in the response to exercise under metformin intake. This study explores the changes in the plasma lipidome of nine healthy individuals for 12 h after metformin intake followed by either high-intensity interval exercise (HIIE) or rest, followed by food intake in both cases. We observed several variations in the lipid profiles due to HIIE. Most affected lipid classes are fatty acids, acyl carnitines, phosphatidylcholines, sphingomyelins, and triglycerides, of which most were increased upon HIIE, but only some (mainly fatty acids and triglycerides) upon food intake. |
Institute | University CEU San Pablo |
Department | Chemistry and Biochemistry |
Laboratory | CEMBIO |
Last Name | Neuhaus |
First Name | René |
Address | Urb. Montepríncipe, Alcorcón, Madrid, 28925, Spain |
rene.neuhaus@ceu.es | |
Phone | +34611042778 |
Submit Date | 2025-03-14 |
Raw Data Available | Yes |
Raw Data File Type(s) | mzML |
Analysis Type Detail | LC-MS |
Release Date | 2025-03-21 |
Release Version | 1 |
Select appropriate tab below to view additional metadata details:
Project:
Project ID: | PR002381 |
Project DOI: | doi: 10.21228/M8VR88 |
Project Title: | A lipidomic exploration of the effects of high-intensity interval exercise in healthy men after metformin intake |
Project Type: | Lipidomics untargeted MS |
Project Summary: | Changes in the plasma levels of individual lipids could play an important role in the response to exercise under metformin intake. This study explores the changes in the plasma lipidome of nine healthy individuals for 12 h after metformin intake followed by either high-intensity interval exercise (HIIE) or rest, followed by food intake in both cases. We observed several variations in the lipid profiles due to HIIE. Most affected lipid classes are fatty acids, acyl carnitines, phosphatidylcholines, sphingomyelins, and triglycerides, of which most were increased upon HIIE, but only some (mainly fatty acids and triglycerides) upon food intake. |
Institute: | University CEU San Pablo |
Department: | Chemistry and Biochemistry |
Laboratory: | CEMBIO |
Last Name: | Neuhaus |
First Name: | René |
Address: | Urb. Montepríncipe, Alcorcón, Madrid, 28925, Spain |
Email: | rene.neuhaus@ceu.es |
Phone: | +34611042778 |
Subject:
Subject ID: | SU003941 |
Subject Type: | Human |
Subject Species: | Homo sapiens |
Taxonomy ID: | 9606 |
Gender: | Male |
Factors:
Subject type: Human; Subject species: Homo sapiens (Factor headings shown in green)
mb_sample_id | local_sample_id | Sample source | Session | Timepoint |
---|---|---|---|---|
SA417101 | A7_0 | Plasma | Exercise | 0 |
SA417102 | A2_0 | Plasma | Exercise | 0 |
SA417103 | A9_0 | Plasma | Exercise | 0 |
SA417104 | A8_0 | Plasma | Exercise | 0 |
SA417105 | A1_0 | Plasma | Exercise | 0 |
SA417106 | A6_0 | Plasma | Exercise | 0 |
SA417107 | A5_0 | Plasma | Exercise | 0 |
SA417108 | A3_0 | Plasma | Exercise | 0 |
SA417109 | A4_0 | Plasma | Exercise | 0 |
SA417110 | A1_1 | Plasma | Exercise | 1 |
SA417111 | A7_1 | Plasma | Exercise | 1 |
SA417112 | A2_1 | Plasma | Exercise | 1 |
SA417113 | A8_1 | Plasma | Exercise | 1 |
SA417114 | A9_1 | Plasma | Exercise | 1 |
SA417115 | A6_1 | Plasma | Exercise | 1 |
SA417116 | A5_1 | Plasma | Exercise | 1 |
SA417117 | A4_1 | Plasma | Exercise | 1 |
SA417118 | A3_1 | Plasma | Exercise | 1 |
SA417119 | A3_10 | Plasma | Exercise | 10 |
SA417120 | A4_10 | Plasma | Exercise | 10 |
SA417121 | A5_10 | Plasma | Exercise | 10 |
SA417122 | A6_10 | Plasma | Exercise | 10 |
SA417123 | A7_10 | Plasma | Exercise | 10 |
SA417124 | A8_10 | Plasma | Exercise | 10 |
SA417125 | A9_10 | Plasma | Exercise | 10 |
SA417126 | A2_10 | Plasma | Exercise | 10 |
SA417127 | A1_10 | Plasma | Exercise | 10 |
SA417128 | A9_11 | Plasma | Exercise | 11 |
SA417129 | A3_11 | Plasma | Exercise | 11 |
SA417130 | A8_11 | Plasma | Exercise | 11 |
SA417131 | A2_11 | Plasma | Exercise | 11 |
SA417132 | A1_11 | Plasma | Exercise | 11 |
SA417133 | A4_11 | Plasma | Exercise | 11 |
SA417134 | A5_11 | Plasma | Exercise | 11 |
SA417135 | A6_11 | Plasma | Exercise | 11 |
SA417136 | A7_11 | Plasma | Exercise | 11 |
SA417137 | A3_12 | Plasma | Exercise | 12 |
SA417138 | A4_12 | Plasma | Exercise | 12 |
SA417139 | A6_12 | Plasma | Exercise | 12 |
SA417140 | A7_12 | Plasma | Exercise | 12 |
SA417141 | A8_12 | Plasma | Exercise | 12 |
SA417142 | A9_12 | Plasma | Exercise | 12 |
SA417143 | A1_12 | Plasma | Exercise | 12 |
SA417144 | A5_12 | Plasma | Exercise | 12 |
SA417145 | A2_12 | Plasma | Exercise | 12 |
SA417146 | A9_13 | Plasma | Exercise | 13 |
SA417147 | A8_13 | Plasma | Exercise | 13 |
SA417148 | A7_13 | Plasma | Exercise | 13 |
SA417149 | A6_13 | Plasma | Exercise | 13 |
SA417150 | A5_13 | Plasma | Exercise | 13 |
SA417151 | A4_13 | Plasma | Exercise | 13 |
SA417152 | A3_13 | Plasma | Exercise | 13 |
SA417153 | A2_13 | Plasma | Exercise | 13 |
SA417154 | A1_13 | Plasma | Exercise | 13 |
SA417155 | A5_2 | Plasma | Exercise | 2 |
SA417156 | A9_2 | Plasma | Exercise | 2 |
SA417157 | A7_2 | Plasma | Exercise | 2 |
SA417158 | A6_2 | Plasma | Exercise | 2 |
SA417159 | A8_2 | Plasma | Exercise | 2 |
SA417160 | A4_2 | Plasma | Exercise | 2 |
SA417161 | A2_2 | Plasma | Exercise | 2 |
SA417162 | A1_2 | Plasma | Exercise | 2 |
SA417163 | A3_2 | Plasma | Exercise | 2 |
SA417164 | A5_3 | Plasma | Exercise | 3 |
SA417165 | A9_3 | Plasma | Exercise | 3 |
SA417166 | A8_3 | Plasma | Exercise | 3 |
SA417167 | A7_3 | Plasma | Exercise | 3 |
SA417168 | A6_3 | Plasma | Exercise | 3 |
SA417169 | A4_3 | Plasma | Exercise | 3 |
SA417170 | A3_3 | Plasma | Exercise | 3 |
SA417171 | A2_3 | Plasma | Exercise | 3 |
SA417172 | A1_3 | Plasma | Exercise | 3 |
SA417173 | A9_4 | Plasma | Exercise | 4 |
SA417174 | A1_4 | Plasma | Exercise | 4 |
SA417175 | A2_4 | Plasma | Exercise | 4 |
SA417176 | A3_4 | Plasma | Exercise | 4 |
SA417177 | A4_4 | Plasma | Exercise | 4 |
SA417178 | A5_4 | Plasma | Exercise | 4 |
SA417179 | A6_4 | Plasma | Exercise | 4 |
SA417180 | A7_4 | Plasma | Exercise | 4 |
SA417181 | A8_4 | Plasma | Exercise | 4 |
SA417182 | A2_5 | Plasma | Exercise | 5 |
SA417183 | A1_5 | Plasma | Exercise | 5 |
SA417184 | A5_5 | Plasma | Exercise | 5 |
SA417185 | A3_5 | Plasma | Exercise | 5 |
SA417186 | A4_5 | Plasma | Exercise | 5 |
SA417187 | A6_5 | Plasma | Exercise | 5 |
SA417188 | A7_5 | Plasma | Exercise | 5 |
SA417189 | A8_5 | Plasma | Exercise | 5 |
SA417190 | A9_5 | Plasma | Exercise | 5 |
SA417191 | A1_6 | Plasma | Exercise | 6 |
SA417192 | A3_6 | Plasma | Exercise | 6 |
SA417193 | A4_6 | Plasma | Exercise | 6 |
SA417194 | A5_6 | Plasma | Exercise | 6 |
SA417195 | A6_6 | Plasma | Exercise | 6 |
SA417196 | A7_6 | Plasma | Exercise | 6 |
SA417197 | A8_6 | Plasma | Exercise | 6 |
SA417198 | A9_6 | Plasma | Exercise | 6 |
SA417199 | A2_6 | Plasma | Exercise | 6 |
SA417200 | A2_7 | Plasma | Exercise | 7 |
Collection:
Collection ID: | CO003934 |
Collection Summary: | Venous blood samples were collected in EDTA tubes, in the exercise session (A) before taking metformin (0 h, T0) and after taking metformin at 40 min (T1, before exercise), 1 h 25 min (T2, 40 min after start of exercise), 2 h 5 min (T3, 4 min after finishing exercise), 2 h 30 min (T4), 3 h (T5), 3 h 30 min (T6), 4 h (T7, after banana intake), 4 h 30 min (T8), 6 h (T9), 7 h (T10, after meal intake), 8 h (T11), 10 h (T12) and 12 h (T13). In the resting session (C), blood was taken before taking metformin (0 h, T0) and after taking metformin at 40 min (T1), 1 h 25 min (T2), 2 h 5 min (T3), 3 h (T5) and 6 h (T9). |
Sample Type: | Blood (plasma) |
Storage Conditions: | -80℃ |
Treatment:
Treatment ID: | TR003950 |
Treatment Summary: | Plasma was collected by centrifugation and stored at –80ºC |
Sample Preparation:
Sampleprep ID: | SP003947 |
Sampleprep Summary: | Plasma samples were thawed on ice for approximately 1 h and vortex-mixed for 2 min. Then, 50 μL of each sample were transferred to an Eppendorf vial on ice. Subsequently, 175 μL of ice-cold methanol (stored at –20°C), containing 2.3 ppm of sphinganine (d17:0) and 4.6 ppm of palmitic acid-d31. After shaking the sample for 1 min, 175 μL of MTBE and 10 μL of LightSPLASH LIPIDOMIX Quantitative Mass Spec Primary Standard mix were added. Samples were vortex-mixed for 30 min and centrifuged for 15 min at 15°C and 16,100 x g. Finally, 100 μL of supernatants were added to chromatography vials, centrifuged for 5 min at 15°C and 2,000 x g, and then injected into the LC-MS system. Extraction solvents were used as a blank and followed the same procedure as the samples. Quality control (QC) samples were prepared by pooling equal volumes of all samples. |
Combined analysis:
Analysis ID | AN006259 | AN006260 |
---|---|---|
Analysis type | MS | MS |
Chromatography type | Reversed phase | Reversed phase |
Chromatography system | Agilent 1290 Infinity II | Agilent 1290 Infinity II |
Column | Agilent InfinityLab Poroshell 120 EC-C18 (100 x 3 mm, 2.7 µm) | Agilent InfinityLab Poroshell 120 EC-C18 (100 x 3 mm, 2.7 µm) |
MS Type | ESI | ESI |
MS instrument type | QTOF | QTOF |
MS instrument name | Agilent 6545 QTOF | Agilent 6545 QTOF |
Ion Mode | POSITIVE | NEGATIVE |
Units | Peak area | Peak area |
Chromatography:
Chromatography ID: | CH004748 |
Chromatography Summary: | Samples were analyzed using an Agilent 1290 Infinity II UHPLC system coupled to an Agilent 6545 quadrupole time-of-flight (QTOF) mass spectrometer (Agilent, Santa Clara, CA, USA). An Agilent InfinityLab Poroshell 120 EC-C18 (3.0 × 100 mm, 2.7 µm) column, protected by a compatible guard column (Agilent InfinityLab Poroshell 120 EC-C18, 3.0 × 5 mm, 2.7 µm), was employed for the analysis. The column temperature was set at 50°C, while the autosampler’s temperature was set at 15°C. Data were acquired in both ionization modes in separate runs. For positive ionization (ESI+), the injection volume was set at 0.5 μL, while, for negative ionization (ESI-), at 1 μL. Elution was performed with a solvent system consisting of (A) 10 mM ammonium acetate, 0.2 mM ammonium fluoride in water/methanol (9:1, v/v) and (B) 10 mM ammonium acetate, 0.2 mM ammonium fluoride in acetonitrile/methanol/isopropanol (2:3:5, v/v/v). The elution program applied was 70% B at 0–1 min, linear gradient to 86% B until 3.5 min, held until 10 min, linear gradient to 100% B until 11 min, and held until 17 min. Then, the system returned to the initial condition for a total of 2 min. The total analysis time was 19 min. |
Instrument Name: | Agilent 1290 Infinity II |
Column Name: | Agilent InfinityLab Poroshell 120 EC-C18 (100 x 3 mm, 2.7 µm) |
Column Temperature: | 50ºC |
Flow Gradient: | 0-1 min: 70% B; 1-3.5 min: linear increase until 86% B; 3.5-10 min: 86% B; 10-11 min: linear increase until 100% B; 11-17 min: 100% B. Then the equipment returned to the initial conditions in 0.1 min, which were held for 1.9 min for column reconditioning. |
Flow Rate: | 0.6 mL/min |
Solvent A: | 90% Water/10% Methanol; 10 mM Ammonium acetate; 0.2 mM Ammonium fluoride |
Solvent B: | 50% Isopropanol/30% Methanol/20% Acetonitrile; 10 mM ammonium acetate; 0.2 mM ammonium fluoride |
Chromatography Type: | Reversed phase |
MS:
MS ID: | MS005961 |
Analysis ID: | AN006259 |
Instrument Name: | Agilent 6545 QTOF |
Instrument Type: | QTOF |
MS Type: | ESI |
MS Comments: | The QTOF mass spectrometer, equipped with a dual atmospheric jet stream electrospray ionization (ESI) ion source, was configured with the following parameters: 150 V fragmentor, 65 V skimmer, 3500 V capillary voltage, 750 V octupole radio frequency voltage, 10 L/min nebulizer gas flow, 200°C gas temperature, 50 psi nebulizer gas pressure, 12 L/min sheath gas flow, and 300°C sheath gas temperature. In full scan mode, operated from 50 to 1.800 m/z with a scan rate of 3 spectra/s, data were collected for both ionization modes. A solution of two reference mass compounds was used throughout the analysis: purine (C5H4N4) at m/z 121.0509 and HP-0921 (C18H18O6N3P3F24) at m/z 922.0098. These masses were continuously infused into the system to provide constant mass correction. |
Ion Mode: | POSITIVE |
MS ID: | MS005962 |
Analysis ID: | AN006260 |
Instrument Name: | Agilent 6545 QTOF |
Instrument Type: | QTOF |
MS Type: | ESI |
MS Comments: | The QTOF mass spectrometer, equipped with a dual atmospheric jet stream electrospray ionization (ESI) ion source, was configured with the following parameters: 150 V fragmentor, 65 V skimmer, 3500 V capillary voltage, 750 V octopole radio frequency voltage, 10 L/min nebulizer gas flow, 200°C gas temperature, 50 psi nebulizer gas pressure, 12 L/min sheath gas flow, and 300°C sheath gas temperature. In full scan mode, operated from 50 to 1.800 m/z with a scan rate of 3 spectra/s, data were collected for both ionization modes. A solution of two reference mass compounds was used throughout the analysis: purine (C5H4N4) at m/z 119.0363 and HP-0921 (C18H18O6N3P3F24) at m/z 980.0163 (HP-0921 + acetate). These masses were continuously infused into the system to provide constant mass correction. |
Ion Mode: | NEGATIVE |