Summary of Study ST003929
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 PR002461. The data can be accessed directly via it's Project DOI: 10.21228/M8J25F 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 | ST003929 |
| Study Title | Imidazole propionate is a driver and therapeutic target in atherosclerosis (study 1) |
| Study Summary | Atherosclerosis (AT) is the leading underlying cause of cardiovascular diseases (CVDs). While current preventive strategies focus on identifying and managing traditional cardiovascular risk factors, they often fail to detect individuals at risk of early-stage vascular disease. Recent studies have uncovered novel contributors to the pathophysiology of atherosclerosis, underscoring the need for alternative biomarkers and therapeutic targets to enhance early diagnosis and treatment. In this study, we identified a strong association between the microbial metabolite imidazole propionate (ImP) and atherosclerosis burden in mice. To explore the translational relevance of these findings in humans, we quantified ImP and its biosynthetic precursors (histidine and urocanic acid)in plasma samples from a subcohort of the PESA study (N = 400). Our analysis revealed a significant relationship between circulating ImP levels and the presence of subclinical atherosclerosis, supporting its potential role as a novel biomarker for early atherosclerotic disease. |
| Institute | Centro Nacional de Investigaciones Cardiovasculares Carlos III |
| Last Name | Mastrangelo |
| First Name | Annalaura |
| Address | Calle de Melchor Fernández Almagro, 3 – 28029, Madrid (Spain) |
| amastrangelo@cnic.es | |
| Phone | +34914531202 |
| Submit Date | 2025-05-23 |
| Raw Data Available | Yes |
| Raw Data File Type(s) | mzML |
| Analysis Type Detail | LC-MS |
| Release Date | 2025-06-17 |
| Release Version | 1 |
Select appropriate tab below to view additional metadata details:
Project:
| Project ID: | PR002461 |
| Project DOI: | doi: 10.21228/M8J25F |
| Project Title: | Imidazole propionate is a driver and therapeutic target in atherosclerosis |
| Project Type: | Original research |
| Project Summary: | Atherosclerosis (AT) is the main underlying cause of cardiovascular diseases (CVDs). Its prevention is based on the detection and treatment of traditional cardiovascular risk factors (PMID:34120177) but often fails to identify individuals at risk for early vascular disease (PMID:25882487). Recent research has suggested new players in the pathophysiology of atherosclerosis (PMID: 33883728), highlighting the need for alternative disease biomarkers and therapeutic targets to improve early diagnosis and therapy efficacy. Here, we identified that microbially produced imidazole propionate (ImP) is associated with the extent of atherosclerosis in mice and in two independent human cohorts. Furthermore, ImP administration to atherosclerosis-prone mice fed chow diet was sufficient to induce atherosclerosis without altering the lipid profile, and it was linked to activation of both systemic and local innate and adaptive immunity and inflammation. Specifically, we found that ImP caused atherosclerosis through Imidazoline-1 receptor (I1R) expressed in myeloid cells. Blocking this ImP/I1R axis inhibited the development of atherosclerosis induced by ImP as well as by high cholesterol diet in mice. Identification of the strong association of ImP with active atherosclerosis, along with the discovery of the contribution of the ImP/I1R axis to disease progression opens new avenues for improving the early diagnosis and personalized therapy of atherosclerosis. |
| Institute: | Centro Nacional de Investigaciones Cardiovasculares Carlos III |
| Last Name: | Mastrangelo |
| First Name: | Annalaura |
| Address: | Calle de Melchor Fernández Almagro, 3 – 28029, Madrid (Spain) |
| Email: | amastrangelo@cnic.es |
| Phone: | (+34) 914531202 |
Subject:
| Subject ID: | SU004065 |
| Subject Type: | Human |
| Subject Species: | Homo sapiens |
| Taxonomy ID: | 9606 |
| Gender: | Male and female |
Factors:
Subject type: Human; Subject species: Homo sapiens (Factor headings shown in green)
| mb_sample_id | local_sample_id | AT | FDG | Sample source |
|---|---|---|---|---|
| SA445852 | R4_F9_1 | 0 | 1 | plasma |
| SA445853 | R4_E12_1 | 0 | 1 | plasma |
| SA445854 | R4_E8_1 | 0 | 1 | plasma |
| SA445855 | R4_E9_1 | 0 | 1 | plasma |
| SA445856 | R4_F10_1 | 0 | 1 | plasma |
| SA445857 | R4_F11_1 | 0 | 1 | plasma |
| SA445858 | R4_F12_1 | 0 | 1 | plasma |
| SA445859 | R1_H5_1 | 0 | 1 | plasma |
| SA445860 | R4_F3_1 | 0 | 1 | plasma |
| SA445861 | R1_H11_1 | 0 | 1 | plasma |
| SA445862 | R4_F8_1 | 0 | 1 | plasma |
| SA445863 | R4_G11_1 | 0 | 1 | plasma |
| SA445864 | R4_E10_1 | 0 | 1 | plasma |
| SA445865 | R4_G12_1 | 0 | 1 | plasma |
| SA445866 | R4_G8_1 | 0 | 1 | plasma |
| SA445867 | R4_G9_1 | 0 | 1 | plasma |
| SA445868 | R4_H10_1 | 0 | 1 | plasma |
| SA445869 | R4_H11_1 | 0 | 1 | plasma |
| SA445870 | R1_G1_1 | 0 | 1 | plasma |
| SA445871 | R4_H12_1 | 0 | 1 | plasma |
| SA445872 | R4_H8_1 | 0 | 1 | plasma |
| SA445873 | R4_H9_1 | 0 | 1 | plasma |
| SA445874 | R5_A1_1 | 0 | 1 | plasma |
| SA445875 | R5_A2_1 | 0 | 1 | plasma |
| SA445876 | R4_E11_1 | 0 | 1 | plasma |
| SA445877 | R4_D9_1 | 0 | 1 | plasma |
| SA445878 | R5_B1_1 | 0 | 1 | plasma |
| SA445879 | R4_A12_1 | 0 | 1 | plasma |
| SA445880 | R3_A8_1 | 0 | 1 | plasma |
| SA445881 | R3_B3_1 | 0 | 1 | plasma |
| SA445882 | R2_D4_1 | 0 | 1 | plasma |
| SA445883 | R3_D2_1 | 0 | 1 | plasma |
| SA445884 | R3_F10_1 | 0 | 1 | plasma |
| SA445885 | R3_F2_1 | 0 | 1 | plasma |
| SA445886 | R3_F9_1 | 0 | 1 | plasma |
| SA445887 | R2_C4_1 | 0 | 1 | plasma |
| SA445888 | R3_G8_1 | 0 | 1 | plasma |
| SA445889 | R4_A10_1 | 0 | 1 | plasma |
| SA445890 | R4_A11_1 | 0 | 1 | plasma |
| SA445891 | R4_A9_1 | 0 | 1 | plasma |
| SA445892 | R4_D8_1 | 0 | 1 | plasma |
| SA445893 | R4_B10_1 | 0 | 1 | plasma |
| SA445894 | R4_B11_1 | 0 | 1 | plasma |
| SA445895 | R4_B9_1 | 0 | 1 | plasma |
| SA445896 | R4_C10_1 | 0 | 1 | plasma |
| SA445897 | R4_C11_1 | 0 | 1 | plasma |
| SA445898 | R4_C12_1 | 0 | 1 | plasma |
| SA445899 | R4_C8_1 | 0 | 1 | plasma |
| SA445900 | R4_C9_1 | 0 | 1 | plasma |
| SA445901 | R4_D10_1 | 0 | 1 | plasma |
| SA445902 | R4_D11_1 | 0 | 1 | plasma |
| SA445903 | R4_D12_1 | 0 | 1 | plasma |
| SA445904 | R5_A3_1 | 0 | 1 | plasma |
| SA445905 | R4_G10_1 | 0 | 1 | plasma |
| SA445906 | R5_B2_1 | 0 | 1 | plasma |
| SA445907 | R1_B2_1 | 0 | 1 | plasma |
| SA445908 | R7_C2_1 | 0 | 1 | plasma |
| SA445909 | R7_C3_1 | 0 | 1 | plasma |
| SA445910 | R7_C4_1 | 0 | 1 | plasma |
| SA445911 | R7_C5_1 | 0 | 1 | plasma |
| SA445912 | R7_D1_1 | 0 | 1 | plasma |
| SA445913 | R7_D2_1 | 0 | 1 | plasma |
| SA445914 | R1_C1_1 | 0 | 1 | plasma |
| SA445915 | R1_B9_1 | 0 | 1 | plasma |
| SA445916 | R7_D3_1 | 0 | 1 | plasma |
| SA445917 | R7_D4_1 | 0 | 1 | plasma |
| SA445918 | R5_C1_1 | 0 | 1 | plasma |
| SA445919 | R7_E1_1 | 0 | 1 | plasma |
| SA445920 | R7_E2_1 | 0 | 1 | plasma |
| SA445921 | R7_B5_1 | 0 | 1 | plasma |
| SA445922 | R7_E3_1 | 0 | 1 | plasma |
| SA445923 | R7_E4_1 | 0 | 1 | plasma |
| SA445924 | R7_F1_1 | 0 | 1 | plasma |
| SA445925 | R7_F2_1 | 0 | 1 | plasma |
| SA445926 | R7_F3_1 | 0 | 1 | plasma |
| SA445927 | R7_G2_1 | 0 | 1 | plasma |
| SA445928 | R7_G3_1 | 0 | 1 | plasma |
| SA445929 | R7_G4_1 | 0 | 1 | plasma |
| SA445930 | R7_H1_1 | 0 | 1 | plasma |
| SA445931 | R7_H2_1 | 0 | 1 | plasma |
| SA445932 | R7_H3_1 | 0 | 1 | plasma |
| SA445933 | R7_H4_1 | 0 | 1 | plasma |
| SA445934 | R7_C1_1 | 0 | 1 | plasma |
| SA445935 | R7_D5_1 | 0 | 1 | plasma |
| SA445936 | R5_E1_1 | 0 | 1 | plasma |
| SA445937 | R1_D5_1 | 0 | 1 | plasma |
| SA445938 | R5_D1_1 | 0 | 1 | plasma |
| SA445939 | R1_E3_1 | 0 | 1 | plasma |
| SA445940 | R5_E2_1 | 0 | 1 | plasma |
| SA445941 | R5_C2_1 | 0 | 1 | plasma |
| SA445942 | R5_F1_1 | 0 | 1 | plasma |
| SA445943 | R5_F2_1 | 0 | 1 | plasma |
| SA445944 | R5_G1_1 | 0 | 1 | plasma |
| SA445945 | R5_D2_1 | 0 | 1 | plasma |
| SA445946 | R5_H1_1 | 0 | 1 | plasma |
| SA445947 | R5_H2_1 | 0 | 1 | plasma |
| SA445948 | R5_G2_1 | 0 | 1 | plasma |
| SA445949 | R7_B2_1 | 0 | 1 | plasma |
| SA445950 | R7_A3_1 | 0 | 1 | plasma |
| SA445951 | R7_A4_1 | 0 | 1 | plasma |
Collection:
| Collection ID: | CO004058 |
| Collection Summary: | This study was conducted in a subset of participants (n=400) from the PESA study (Progression of Early Subclinical Atherosclerosis) (PMID: 34238438). The PESA-CNIC-Santander (NCT01410318) is an ongoing observational prospective cohort study of 4,184 asymptomatic employees of the Santander Bank in Madrid (subjects from 40 to 54 years of age and free of known CVD at baseline in 2009). In addition to the exclusion criteria followed in the main study (PMID: 25882487), subjects taking antibiotics in the three months prior to the sample collection, with known Type 2 diabetes or treated for diabetes and/or intestinal disorders were excluded from our study. This allowed removing possible confounding effects due to the role of ImP in diabetes and insulin resistance (PMID: 30401435) and to the modification of gut microbiota possibly affecting the production of ImP. Subclinical atherosclerosis was assessed by imaging studies including 2D and 3D vascular ultrasonography of carotid and iliofemoral arteries and presence of coronary artery calcium assessed by CT scan, as previously described (PMID: 24268213). Subjects with subclinical atherosclerosis underwent a whole body 18F-FDG PET/MRI study to characterize arterial 18F-FDG uptake and bone marrow metabolic activity, as described (PMID: 30922468 and PMID: 35567559). This information was used to further stratify subjects with subclinical atherosclerosis in: inactive atherosclerosis (FDGneg, n=74), arterial 18 F-FDG uptake (FDG+_A, n=57), bone marrow activation (FDG+_BM, n=40), and both arterial uptake and bone marrow activation (FDG+_SYS, n=124) as indicatives of metabolically active atherosclerosis (FDG+, n=221). For the metabolomic analysis, peripheral blood samples collected after overnight fasting were centrifuged at 2,750 x g at RT for 10 minutes to obtain plasma that was further aliquoted and stored at -80°C. The institutional ethics committee approved the study protocol, and all participants were provided with written informed consent. |
| Sample Type: | Blood (plasma) |
Treatment:
| Treatment ID: | TR004074 |
| Treatment Summary: | No therapeutic interventions were applied to participants. The study was observational. |
Sample Preparation:
| Sampleprep ID: | SP004071 |
| Sampleprep Summary: | For the PESA cohort, individual 1000PPM stock solutions of ImP (Sigma-Aldrich 77951), urocanic acid (Urocanic acid-1,2,3-13C3, Sigma-Aldrich: 709638) and histidine (L-Histidine-d3 hydrochloride monohydrate, Sigma-Aldrich:791318) were prepared in ultrapure water and stored at -20ºC. Their respective dilutions were then prepared in MeOH/EtOH (1:1, v/v) and stored at 4ºC. For the PESA cohort, 65 μL of MeOH/EtOH (1:1, v/v) were added to 50 μL of plasma sample and 35 μL of isotopic labeled internal standards in MeOH/EtOH (IS) (urocanic acid and histidine). Samples were vortex-mixed for 10 seconds and then centrifuged at 13,000 rpm for 20 minutes at 4ºC. 100 μL of supernatant were taken and transferred to LC vials for the analysis |
Chromatography:
| Chromatography ID: | CH004898 |
| Instrument Name: | Agilent 1290 Infinity |
| Column Name: | InfinityLab Poroshell 120 HILIC-Z column (150 x 2.1 mm, 2.7 μm) |
| Column Temperature: | 25ºC |
| Flow Gradient: | The initial conditions at time 0 were 100 % B, decreasing to 70 % at 11.5 min. The gradient was then increased to 100 % B at time 12.0 min and held until the total run time of 15 min. |
| Flow Rate: | 0.50 mL/min |
| Solvent A: | 100% Water; 20 mM Ammonium formate (pH 3) |
| Solvent B: | 90% Acetonitrile/10% Water; 20 mM aqueous Ammonium formate (pH 3) |
| Chromatography Type: | HILIC |
Analysis:
| Analysis ID: | AN006452 |
| Analysis Type: | MS |
| Chromatography ID: | CH004898 |
| Num Factors: | 5 |
| Num Metabolites: | 3 |
| Rt Units: | Minutes |
| Units: | nMol |