ReviewJournal of atherosclerosis and thrombosis2019
Application of Metabolomics to Epidemiological Studies of Atherosclerosis and Cardiovascular Disease.
Review in Journal of atherosclerosis and thrombosis, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05138731 (LC-MS Based Metabolomics Study of Coronary Heart Disease), which is not on this map. Cited by 50 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
LC-MS Based Metabolomics Study of Coronary Heart Disease: Diagnostic and Prognostic Value of Metabolites
Who cites it
50 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Intergenerational associations between maternal body mass index before or during pregnancy with offspring metabolomics: a systematic review and meta-analysis.International journal of obesity (2005) · 2025Pooled it
- Replication and mediation of the association between the metabolome and clinical markers of metabolic health in an adolescent cohort study.Scientific reports · 2023Pooled it
- Metabolic Markers of MRI-Confirmed Lacunar Stroke: Observational and Mendelian Randomization Analyses.Neurology · 2026Observational
- Multi-omics data integration from patients with carotid stenosis illuminates key molecular signatures of atherosclerotic instability.Genome medicine · 2026Article
- Identification of biomarkers for renal cell carcinoma in plasma samples measured using liquid chromatography-mass spectrometry and gas chromatography-mass spectrometry.Scientific reports · 2025Article
- Heqi San alleviates diabetic atherosclerosis and alters serum metabolic profiles in rats.BMC cardiovascular disorders · 2025Article
- Association between taurine transporter SLC6A6 and breast cancer development and prognosis: a Mendelian randomization analysis.Discover oncology · 2025Article
- Preclinical atherosclerosis and prediabetes: a cross-sectional metabolic assessment in apparently healthy population.Cardiovascular diabetology · 2025Article
- The role of miR-155 in cardiovascular diseases: Potential diagnostic and therapeutic targets.International journal of cardiology. Cardiovascular risk and prevention · 2025Review
- Identification of diabetes related phenotype and diagnostic biomarkers in coronary artery disease.PeerJ · 2025Article
- Identification and validation of diagnostic markers of atherosclerosis progression via bioinformatics strategies.PloS one · 2025Article
- Integrating Metabolomics Domain Knowledge with Explainable Machine Learning in Atherosclerotic Cardiovascular Disease Classification.International journal of molecular sciences · 2024Article
- miR-135b: An emerging player in cardio-cerebrovascular diseases.Journal of pharmaceutical analysis · 2024Review
- A global perspective on the status of clinical metabolomics in laboratory medicine - a survey by the IFCC metabolomics working group.Clinical chemistry and laboratory medicine · 2024Article
- Article
- Global status and trends of metabolomics in diabetes: A literature visualization knowledge graph study.World journal of diabetes · 2024Article
- GLP-1 receptor agonists and myocardial metabolism in atrial fibrillation.Journal of pharmaceutical analysis · 2024Review
- Acute venous thromboembolism plasma and red blood cell metabolomic profiling reveals potential new early diagnostic biomarkers: observational clinical study.Journal of translational medicine · 2024Observational
- Identification of Novel Biomarkers for Early Diagnosis of Atherosclerosis Using High-Resolution Metabolomics.Metabolites · 2023Article
- Characteristics of Metabolites in the Development of Atherosclerosis in Tibetan Minipigs Determined Using Untargeted Metabolomics.Nutrients · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Metabolomics has developed as a powerful tool for investigating the complex pathophysiology underlying atherosclerosis and cardiovascular disease. Many epidemiological studies have applied this technique to accurately and comprehensively assess the effects of environmental factors on health outcomes, which used to be a perpetual challenge. Metabolites are defined as small molecules which are intermediate products of metabolic reactions catalyzed by numerous enzymes occurring within cells. Consequent to both genetic variation and environment, they allow us to explore the gene-environment interactions and to gain a better understanding of multifactorial diseases like cardiovascular disease. This review article highlights the findings of well-known prospective cohort studies around the world that have utilized metabolomics for a wide range of purposes, including biomarker discovery, improving cardiovascular risk prediction and early disease diagnosis, and exploring detailed mechanisms of disease onset and progression. However, technical challenges still exist in applying them clinically. One limitation is due to various analytical platforms that are used based on the judgment of each study; comparative assessments among different platforms need to be conducted in order to correctly interpret and validate each data externally. Secondly, metabolite levels obtained in most high-throughput metabolomics profiling studies are often semiquantitative rather than fully quantitative concentrations, which makes it difficult to compare and combine results among different studies and to determine the levels for practical use. In 2014, the Consortium of Metabolomics Studies was developed, which is expected to take the lead in overcoming these issues.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.