ReviewCirculation research2021
Multi-Omics Approaches to Define Calcific Aortic Valve Disease Pathogenesis.
Review in Circulation research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06660524 (Clinical Study on the Influence of Calcium and Phosphorus Regulation Therapy on Valvular Heart Disease.), which is not on this map. Cited by 69 papers, 3 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.
Clinical Study on the Influence of Calcium and Phosphorus Regulation Therapy on Valvular Heart Disease.
Who cites it
69 citing papers in PubMed, 3 syntheses or guidelines pooled it, 100 citations in OpenAlex.
- Aortic stenosis intricacies beyond the valve: A bidirectional Mendelian randomization study.ESC heart failure · 2025Pooled it
- Major Facilitator Superfamily Domain Containing 5 Inhibition Reduces Lipoprotein(a) Uptake and Calcification in Valvular Heart Disease.Circulation · 2024Pooled it
- Integrated identification of key immune related genes and patterns of immune infiltration in calcified aortic valvular disease: A network based meta-analysis.Frontiers in genetics · 2022Pooled it
- Programmed cell death-related transcriptomic features are associated with aortic valve calcification progression: an integrated analysis of public datasets and clinical samples.Journal of thoracic disease · 2026Article
- Circadian regulation of cardiovascular function: from physiology to clinical implications.Genome medicine · 2026Review
- Spatial and Single-Cell Mapping Reveals Valvular Interstitial Cell and Macrophage Sex Differences in Calcific Aortic Valve Disease.Arteriosclerosis, thrombosis, and vascular biology · 2026Article
- Shared pathophysiological mechanisms between diabetes and calcific aortic valve disease: an immunometabolic perspective.Cardiovascular diabetology · 2026Review
- Article
- Proteomic and degradomic signatures of extracellular matrix remodeling in calcific aortic valve stenosis.Molecular medicine (Cambridge, Mass.) · 2026Article
- Review
- Article
- Characterization of Proteome Features in Patients With Aortic Stenosis Using Data-Independent Acquisition-Based Proteomic Analysis.Korean circulation journal · 2026Article
- Recent advances in omics-based research of mitral valve disease.Frontiers in cardiovascular medicine · 2026Review
- VAPB Promotes Osteogenic Differentiation in Aortic Valve Interstitial Cells via Activation of the SMAD Signaling Pathway.Current medicinal chemistry · 2026Article
- Integrated biomarker landscape for the early detection and management of calcific aortic valve disease.European journal of clinical investigation · 2026Review
- Article
- Extracellular Vesicles in Calcific Aortic Valve Disease: From Biomarkers to Drug Delivery Applications.Biomolecules · 2025Review
- The loss of microRNA-26b promotes aortic calcification through the regulation of cell-specific target genes.Cardiovascular research · 2025Article
- Future of Valvular Heart Disease and Structural Heart Interventions: Why So Much Excitement?Journal of personalized medicine · 2025Article
- How to measure and model cardiovascular aging.Cardiovascular research · 2025Review
9 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 3 institutions in 3 countries.
Funding
Abstract
Calcific aortic valve disease sits at the confluence of multiple world-wide epidemics of aging, obesity, diabetes, and renal dysfunction, and its prevalence is expected to nearly triple over the next 3 decades. This is of particularly dire clinical relevance, as calcific aortic valve disease can progress rapidly to aortic stenosis, heart failure, and eventually premature death. Unlike in atherosclerosis, and despite the heavy clinical toll, to date, no pharmacotherapy has proven effective to halt calcific aortic valve disease progression, with invasive and costly aortic valve replacement representing the only treatment option currently available. This substantial gap in care is largely because of our still-limited understanding of both normal aortic valve biology and the key regulatory mechanisms that drive disease initiation and progression. Drug discovery is further hampered by the inherent intricacy of the valvular microenvironment: a unique anatomic structure, a complex mixture of dynamic biomechanical forces, and diverse and multipotent cell populations collectively contributing to this currently intractable problem. One promising and rapidly evolving tactic is the application of multiomics approaches to fully define disease pathogenesis. Herein, we summarize the application of (epi)genomics, transcriptomics, proteomics, and metabolomics to the study of valvular heart disease. We also discuss recent forays toward the omics-based characterization of valvular (patho)biology at single-cell resolution; these efforts promise to shed new light on cellular heterogeneity in healthy and diseased valvular tissues and represent the potential to efficaciously target and treat key cell subpopulations. Last, we discuss systems biology- and network medicine-based strategies to extract meaning, mechanisms, and prioritized drug targets from multiomics datasets.
Indexed as
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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.