Summary of Study ST001908
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 PR001202. The data can be accessed directly via it's Project DOI: 10.21228/M8BD7S 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 | ST001908 |
Study Title | Post Acute Myocardial Infarction Left Ventricular Remodeling Bio marker Analysis (PAMILA) |
Study Summary | Patients with acute myocardial infarction (a condition classified under coronary heart disease, including STEMI and NSTEMI) are at high risk for recurrent ischemic events, but the pathways and factors which contribute to this elevated risk are incompletely understood. This study aims to identify biomarkers associated with acute myocardial infarction through various omics strategies. For the identified biomarkers, we aim to demonstrate prognostic value, and predict/stratify the risks of adverse cardiovascular events (e.g., stroke, heart failure, death). |
Institute | National University of Singapore |
Last Name | Lim |
First Name | Si Ying |
Address | Department of Chemistry, National University of Singapore, 3 Science Drive 3, Singapore 117543 |
lim.siying@u.nus.edu | |
Phone | +6592748281 |
Submit Date | 2021-08-15 |
Num Groups | 2 |
Total Subjects | 100 |
Raw Data Available | Yes |
Raw Data File Type(s) | wiff |
Analysis Type Detail | LC-MS |
Release Date | 2022-01-21 |
Release Version | 1 |
Select appropriate tab below to view additional metadata details:
Project:
Project ID: | PR001202 |
Project DOI: | doi: 10.21228/M8BD7S |
Project Title: | Simultaneous metabolite and glycan extraction workflow for joint-omics analysis: a synergistic approach for novel insights into diseases |
Project Summary: | To synergistically process omics data in an integrative manner, analyte extractions for each omics type need to be done on the same set of clinical samples. Therefore, we introduce a simultaneous dual extraction method for generating both metabolomic and glycomic profiles from one sample with good extraction efficiency and reproducibility. As proof of the usefulness of the extraction and joint-omics workflow, we applied it on platelet samples obtained from a cohort study comprising 66 coronary heart disease (CHD) patients and 34 matched healthy community-dwelling controls. The metabolomics and glycomics datasets were subjected to block partial least square – discriminant analysis (block-PLS-DA) with canonical correlation analysis (CCA) for identifying relevant mechanistic interactions between metabolites and glycans. This joint-omics investigation revealed inter-modulative roles that carbohydrates and amino acids have in metabolic pathways and through intermediate protein dysregulations. It also suggested a protective role of the glyco-redox network in CHD, demonstrating proof-of-principle for a joint-omics analysis in providing new insights into disease mechanisms, as enabled by a simultaneous metabolite-glycan extraction workflow. |
Institute: | National University of Singapore |
Last Name: | Lim |
First Name: | Si Ying |
Address: | Department of Chemistry, National University of Singapore, 3 Science Drive 3, Singapore 117543 |
Email: | lim.siying@u.nus.edu |
Phone: | +6592748281 |
Subject:
Subject ID: | SU001986 |
Subject Type: | Human |
Subject Species: | Homo sapiens |
Taxonomy ID: | 9606 |
Human Inclusion Criteria: | a. Clinically diagnosed ST-elevation myocardial infarction (STEMI) • Typical history of ischemic chest pain or angina equivalent symptoms (acute onset dyspnea) • ECG changes of at least 2 contiguous leads of ≥2 mm (0.2 mV) in men or ≥1.5 mm (0.15 mV) in women in leads V2–V3 and/or of ≥1 mm (0.1 mV) in other contiguous chest leads or the limb leads • Presence of Q waves • Typical rise and fall of cardiac enzymes (cTn value exceeding the 99th percentile URL (in ng/L or pg/mL) OR Clinically diagnosed nonST-elevation myocardial infarction (NSTEMI) • ECG changes of ST-segment depression or prominent T-wave inversion and/or • positive biomarkers of necrosis (troponin, CKMB) b. Angiographic findings of >50% occlusion of one or more coronary arteries c. Age>21 years and <85 years, d. Ability to provide written informed consent and comply with study protocol requirements. |
Human Exclusion Criteria: | a. Patients not able or willing to consent for study b. Severe renal impairment (eGFR<15 ml/min/m2) c. Severe liver impairment d. Anaemia < 8 g/dl (men) and 7 g/dl (women) e. Cardiogenic shock unable to be weaned off inotropes or IABP f. History of significant valvular heart disease (moderate or severe MS, MR, AS, AR, TR) g. History of malignancy diagnosed within the last 12 months h. Patients who cannot be followed up (non-residents) |
Factors:
Subject type: Human; Subject species: Homo sapiens (Factor headings shown in green)
mb_sample_id | local_sample_id | Condition | Race | Gender | Smoker |
---|---|---|---|---|---|
SA176774 | P363 | AMI | Chinese | Female | Current-smoker |
SA176775 | T010 | AMI | Chinese | Female | Current-smoker |
SA176776 | N319 | AMI | Chinese | Female | Current-smoker |
SA176777 | N093 | AMI | Chinese | Female | Non-smoker |
SA176778 | N116 | AMI | Chinese | Male | Current-smoker |
SA176779 | N124 | AMI | Chinese | Male | Current-smoker |
SA176780 | N077 | AMI | Chinese | Male | Current-smoker |
SA176781 | N060 | AMI | Chinese | Male | Current-smoker |
SA176782 | N308 | AMI | Chinese | Male | Current-smoker |
SA176783 | N312 | AMI | Chinese | Male | Current-smoker |
SA176784 | P355 | AMI | Chinese | Male | Current-smoker |
SA176785 | T067 | AMI | Chinese | Male | Current-smoker |
SA176786 | P335 | AMI | Chinese | Male | Current-smoker |
SA176787 | N011 | AMI | Chinese | Male | Current-smoker |
SA176788 | N315 | AMI | Chinese | Male | Current-smoker |
SA176789 | T017 | AMI | Chinese | Male | Current-smoker |
SA176790 | N090 | AMI | Chinese | Male | Current-smoker |
SA176791 | N128 | AMI | Chinese | Male | Former-smoker |
SA176792 | P340 | AMI | Chinese | Male | Former-smoker |
SA176793 | N118 | AMI | Chinese | Male | Former-smoker |
SA176794 | N059 | AMI | Chinese | Male | Former-smoker |
SA176795 | N068 | AMI | Chinese | Male | Former-smoker |
SA176796 | N304 | AMI | Chinese | Male | Former-smoker |
SA176797 | T041 | AMI | Chinese | Male | Former-smoker |
SA176798 | N107 | AMI | Chinese | Male | Non-smoker |
SA176799 | N305 | AMI | Chinese | Male | Non-smoker |
SA176800 | N316 | AMI | Chinese | Male | Non-smoker |
SA176801 | N302 | AMI | Chinese | Male | Non-smoker |
SA176802 | N052 | AMI | Chinese | Male | Non-smoker |
SA176803 | N310 | AMI | Chinese | Male | Non-smoker |
SA176804 | N058 | AMI | Chinese | Male | Non-smoker |
SA176805 | N081 | AMI | Chinese | Male | Non-smoker |
SA176806 | N008 | AMI | Chinese | Male | Non-smoker |
SA176807 | N009 | AMI | Chinese | Male | Non-smoker |
SA176808 | T023 | AMI | Chinese | Male | Non-smoker |
SA176809 | T034 | AMI | Chinese | Male | Non-smoker |
SA176810 | N131 | AMI | Chinese | Male | Non-smoker |
SA176811 | T013 | AMI | Chinese | Male | Non-smoker |
SA176812 | T044 | AMI | Indian | Male | Current-smoker |
SA176813 | N074 | AMI | Indian | Male | Current-smoker |
SA176814 | T036 | AMI | Indian | Male | Current-smoker |
SA176815 | N108 | AMI | Indian | Male | Current-smoker |
SA176816 | T033 | AMI | Indian | Male | Current-smoker |
SA176817 | N092 | AMI | Indian | Male | Former-smoker |
SA176818 | N082 | AMI | Indian | Male | Non-smoker |
SA176819 | N064 | AMI | Indian | Male | Non-smoker |
SA176820 | P338 | AMI | Indian | Male | Non-smoker |
SA176821 | P353 | AMI | Indian | Male | Non-smoker |
SA176822 | N122 | AMI | Indian | Male | Non-smoker |
SA176823 | T043 | AMI | Malay | Male | Current-smoker |
SA176824 | N112 | AMI | Malay | Male | Former-smoker |
SA176825 | P341 | AMI | Malay | Male | Former-smoker |
SA176826 | N130 | AMI | Malay | Male | Non-smoker |
SA176827 | P334 | AMI | Malay | Male | Non-smoker |
SA176828 | P369 | AMI | Malay | Male | Non-smoker |
SA176829 | T030 | AMI | Malay | Male | Non-smoker |
SA176830 | P364 | AMI | Malay | Male | Non-smoker |
SA176831 | P339 | AMI | Malay | Male | Non-smoker |
SA176832 | P332 | AMI | Malay | Male | Non-smoker |
SA176833 | P337 | AMI | Malay | Male | Non-smoker |
SA176834 | N317 | AMI | Malay | Male | Non-smoker |
SA176835 | N119 | AMI | Malay | Male | Non-smoker |
SA176836 | N057 | AMI | Malay | Male | Non-smoker |
SA176837 | N078 | AMI | Malay | Male | Non-smoker |
SA176838 | N102 | AMI | Malay | Male | Non-smoker |
SA176839 | N026 | AMI | Malay | Male | Non-smoker |
SA176840 | C007 | Control | Chinese | Female | Current-smoker |
SA176841 | C034 | Control | Chinese | Female | Current-smoker |
SA176842 | C011 | Control | Chinese | Female | Current-smoker |
SA176843 | C014 | Control | Chinese | Female | Current-smoker |
SA176844 | C074 | Control | Chinese | Female | Current-smoker |
SA176845 | C076 | Control | Chinese | Female | Current-smoker |
SA176846 | C078 | Control | Chinese | Female | Current-smoker |
SA176847 | C021 | Control | Chinese | Female | Current-smoker |
SA176848 | C061 | Control | Chinese | Female | Current-smoker |
SA176849 | C060 | Control | Chinese | Female | Current-smoker |
SA176850 | C048 | Control | Chinese | Female | Current-smoker |
SA176851 | C052 | Control | Chinese | Female | Current-smoker |
SA176852 | C040 | Control | Chinese | Female | Current-smoker |
SA176853 | C006 | Control | Chinese | Female | Current-smoker |
SA176854 | C053 | Control | Chinese | Female | Current-smoker |
SA176855 | C038 | Control | Chinese | Female | Current-smoker |
SA176856 | C049 | Control | Chinese | Male | Current-smoker |
SA176857 | C080 | Control | Chinese | Male | Current-smoker |
SA176858 | C073 | Control | Chinese | Male | Current-smoker |
SA176859 | C070 | Control | Chinese | Male | Current-smoker |
SA176860 | C050 | Control | Chinese | Male | Current-smoker |
SA176861 | C047 | Control | Chinese | Male | Current-smoker |
SA176862 | C030 | Control | Chinese | Male | Current-smoker |
SA176863 | C071 | Control | Chinese | Male | Current-smoker |
SA176864 | C012 | Control | Chinese | Male | Non-smoker |
SA176865 | I014 | Control | Indian | Female | Current-smoker |
SA176866 | I011 | Control | Indian | Female | Current-smoker |
SA176867 | I006 | Control | Indian | Female | Current-smoker |
SA176868 | I025 | Control | Indian | Male | Current-smoker |
SA176869 | I022 | Control | Indian | Male | Former-smoker |
SA176870 | M003 | Control | Malay | Female | Current-smoker |
SA176871 | M005 | Control | Malay | Female | Current-smoker |
SA176872 | M002 | Control | Malay | Male | Current-smoker |
SA176873 | M001 | Control | Malay | Male | Current-smoker |
Showing results 1 to 100 of 100 |
Collection:
Collection ID: | CO001979 |
Collection Summary: | 1. Collect blood into 2.7 ml citrated vacutainers. 2. Add Theophylline, adenosine and dipyridamole (TAD) solution into the citrated blood to final concentrations of 1.5mM, 0.37mM and 0.0198mM respectively. Mix gently by inverting for 4-6 times. 3. Centrifuge at 150g for 10min, RT 4. Collect PRP (leaving approx. 5mm) into a 5 ml polypropylene tube 5. Centrifuge again at 150g for 10min, RT 6. Collect PRP (leaving approx. 5mm) into the same tube from step 4 7. Add apyrase (final concentration: 0.04 U/mL) and 1 vol of 2.5X TAD-PBS 8. Mix gently by inverting tubes 5 times 9. Centrifuge diluted PRP at 100g for 10 min at RT 10. Transfer supernatant into a new 5 ml polypropylene tube 11. Centrifuge supernatant at 1000g for 10 min 12. Discard supernatant 13. Add 1.5mL of 2.5X TAD/PWD (1.5mM theophylline, 0.37mM adenosine and 0.0198mM dipyridamole in 140mM NaCl, 10mM NaHCO3, 2.5mM KCl, 0.5mM Na2HPO4, 1mM MgCl2, 6.46mM Na3C6H5O7 and 0.1% glucose, pH 6.5) containing apyrase (0.04 U/mL). 14. Gently resuspend and centrifuge at 1000g for 9 min using the tabletop Eppendorf centrifuge 15. Discard supernatant 16. Either keep the platelet pellet -80oC until analysis or resuspended in tyrode’s (134 mM NaCl, 12 mM NaHCO3, 2.9 mM KCl, 0.34 mM Na2HPO4, 1.0 mM MgCl2, 10 mM HEPES and 5 mM glucose, pH 7.4) buffers for flow cytometry analysis. |
Sample Type: | Platelets |
Storage Conditions: | -80℃ |
Treatment:
Treatment ID: | TR001998 |
Treatment Summary: | No treatment/intervention was done to the patients prior to sample collection for this project. Platelet samples were obtained from healthy volunteers and patients with coronary heart disease. Medication was given after diagnosis, but they are not included as variables in this project. |
Sample Preparation:
Sampleprep ID: | SP001992 |
Sampleprep Summary: | Simultaneous extraction of metabolites and glycans. |
Combined analysis:
Analysis ID | AN003105 |
---|---|
Analysis type | MS |
Chromatography type | HILIC |
Chromatography system | Thermo Dionex Ultimate 3000 |
Column | Waters XBridge Amide (100 x 2.1 mm,3.5um) |
MS Type | ESI |
MS instrument type | Triple quadrupole |
MS instrument name | ABI Sciex 5500 QTrap |
Ion Mode | POSITIVE |
Units | a.u. |
Chromatography:
Chromatography ID: | CH002292 |
Instrument Name: | Thermo Dionex Ultimate 3000 |
Column Name: | Waters XBridge Amide (100 x 2.1 mm,3.5um) |
Chromatography Type: | HILIC |
MS:
MS ID: | MS002887 |
Analysis ID: | AN003105 |
Instrument Name: | ABI Sciex 5500 QTrap |
Instrument Type: | Triple quadrupole |
MS Type: | ESI |
MS Comments: | Both Positive and negative modes were used |
Ion Mode: | POSITIVE |