ReviewCellular and molecular life sciences : CMLS2021
Integrating lipidomics and genomics: emerging tools to understand cardiovascular diseases.
Review in Cellular and molecular life sciences : CMLS, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers, 1 of them a synthesis 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
44 citing papers in PubMed, 1 synthesis or guideline pooled it, 66 citations in OpenAlex.
- The causal relationship between 179 lipid species and urolithiasis: a bidirectional and multivariable Mendelian randomization study combined with meta-analysis.Lipids in health and disease · 2025Pooled it
- Biology of HDL: From Structural Heterogeneity to Dysfunctional Remodeling in Cardiovascular Disease and Comorbidities.Antioxidants (Basel, Switzerland) · 2026Review
- In Silico Systems Biology Approach for Prioritization of Candidate Genes Linked to Lipid Metabolism in the Context of Cardiovascular Disease Susceptibility in a Serbian Cohort.Current issues in molecular biology · 2026Article
- Screening for high coronary plaque volume in primary prevention: integration of multi-omics and coronary calcium scoring into cardiovascular risk assessment.American journal of preventive cardiology · 2026Article
- Population-based genome-wide association study of plasma complex lipid species.Nature communications · 2026Article
- Global Lipidomic Analysis of Lytic KSHV Infection: The lipid chaperone FABP4 is required for maximal infectious virion production.bioRxiv : the preprint server for biology · 2026Article
- Role of glucagon-like peptide-1 receptor agonists in type 2 diabetes-associated atherosclerosis: from vascular mechanism to omics-based biomarkers and imaging.Frontiers in cardiovascular medicine · 2026Review
- Ferroptosis, lipid metabolism, and genetic regulation in postoperative rehabilitation of elderly hip fractures: from molecular mechanisms to clinical translation.Frontiers in genetics · 2026Review
- Unraveling the Lipidomic Determinants of Atrial Fibrillation: An Extensive Mendelian Randomization StudyEndocrine, metabolic & immune disorders drug targets · 2026Article
- Exploration of the association of antidiabetic drugs with urolithiasis: A drug-targeted Mendelian randomization study.Asian journal of urology · 2026Article
- Article
- Lipid metabolites as biomarkers and therapeutic targets in oral squamous cell carcinoma.BMC oral health · 2025Article
- Alterations in ether lipid metabolism in obesity revealed by systems genomics of multi-omics datasets.PLoS biology · 2025Article
- Lipid alterations in acute myocardial infarction are associated with gut microbiota.Microbiology spectrum · 2025Article
- Examining the link between 179 lipid species and 7 diseases using genetic predictors.EBioMedicine · 2025Article
- Blood Metabolome Mediates the Effect of the Plasma Lipidome on the Risk of Atrial Fibrillation: A Mendelian Randomization Study.Clinical cardiology · 2025Article
- A High-Throughput Integrated Nontargeted Metabolomics and Lipidomics Workflow Using Microelution Enhanced Matrix Removal-Lipid for Comparative Analysis of Human Maternal and Umbilical Cord Blood Metabolomes.Analytical chemistry · 2025Article
- Lipid signatures of cardiometabolic risk in children and adolescents with obesity.Nature medicine · 2025Article
- Causal relationship between lipidome and acute respiratory distress syndrome.Scientific reports · 2024Article
- Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 2 institutions in 2 countries.
Funding
Abstract
Cardiovascular diseases (CVDs) are the leading cause of mortality and morbidity worldwide leading to 31% of all global deaths. Early prediction and prevention could greatly reduce the enormous socio-economic burden posed by CVDs. Plasma lipids have been at the center stage of the prediction and prevention strategies for CVDs that have mostly relied on traditional lipids (total cholesterol, total triglycerides, HDL-C and LDL-C). The tremendous advancement in the field of lipidomics in last two decades has facilitated the research efforts to unravel the metabolic dysregulation in CVDs and their genetic determinants, enabling the understanding of pathophysiological mechanisms and identification of predictive biomarkers, beyond traditional lipids. This review presents an overview of the application of lipidomics in epidemiological and genetic studies and their contributions to the current understanding of the field. We review findings of these studies and discuss examples that demonstrates the potential of lipidomics in revealing new biology not captured by traditional lipids and lipoprotein measurements. The promising findings from these studies have raised new opportunities in the fields of personalized and predictive medicine for CVDs. The review further discusses prospects of integrating emerging genomics tools with the high-dimensional lipidome to move forward from the statistical associations towards biological understanding, therapeutic target development and risk prediction. We believe that integrating genomics with lipidome holds a great potential but further advancements in statistical and computational tools are needed to handle the high-dimensional and correlated lipidome.
Indexed as
Identifiers
What Socratic 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 Socratic graph.