ArticlePLoS genetics2023
Spatial transcriptomics reveals novel genes during the remodelling of the embryonic human arterial valves.
Article in PLoS genetics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 9 citations in OpenAlex.
- A cell atlas of the developing human outflow tract of the heart and its adult aortic valve derivatives.eLife · 2026Article
- Single-cell omics uncovers novel pathological mechanisms and therapeutic targets for congenital heart diseases: insights from integrated intercellular communication analysis.Stem cell research & therapy · 2026Review
- Spatiotemporal gene expression and cellular dynamics of the developing human heart.Nature genetics · 2025Article
- Calcific aortic stenosis: omics-based target discovery and therapy development.European heart journal · 2025Review
- A Cross-talk between Nanomedicines and Cardiac Complications: Comprehensive View.Current pharmaceutical design · 2025Review
- Application of Spatial Omics in the Cardiovascular System.Research (Washington, D.C.) · 2025Review
- Spns1-dependent endocardial lysosomal function drives valve morphogenesis through Notch1-signaling.iScience · 2024Article
- Beyond genomic studies of congenital heart defects through systematic modelling and phenotyping.Disease models & mechanisms · 2024Article
- Early heart development: examining the dynamics of function-form emergence.Biochemical Society transactions · 2024Review
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Authors and funding
18 authors at 4 institutions in 2 countries.
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Abstract
Abnormalities of the arterial valves, including bicuspid aortic valve (BAV) are amongst the most common congenital defects and are a significant cause of morbidity as well as predisposition to disease in later life. Despite this, and compounded by their small size and relative inaccessibility, there is still much to understand about how the arterial valves form and remodel during embryogenesis, both at the morphological and genetic level. Here we set out to address this in human embryos, using Spatial Transcriptomics (ST). We show that ST can be used to investigate the transcriptome of the developing arterial valves, circumventing the problems of accurately dissecting out these tiny structures from the developing embryo. We show that the transcriptome of CS16 and CS19 arterial valves overlap considerably, despite being several days apart in terms of human gestation, and that expression data confirm that the great majority of the most differentially expressed genes are valve-specific. Moreover, we show that the transcriptome of the human arterial valves overlaps with that of mouse atrioventricular valves from a range of gestations, validating our dataset but also highlighting novel genes, including four that are not found in the mouse genome and have not previously been linked to valve development. Importantly, our data suggests that valve transcriptomes are under-represented when using commonly used databases to filter for genes important in cardiac development; this means that causative variants in valve-related genes may be excluded during filtering for genomic data analyses for, for example, BAV. Finally, we highlight "novel" pathways that likely play important roles in arterial valve development, showing that mouse knockouts of RBP1 have arterial valve defects. Thus, this study has confirmed the utility of ST for studies of the developing heart valves and broadens our knowledge of the genes and signalling pathways important in human valve development.
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Registered trials
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