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Spatiotemporal Multi-Omics Mapping Generates a Molecular Atlas of the Aortic Valve and Reveals Networks Driving
Florian Schlotter1, Arda Halu1,2, Shinji Goto1
1Center for Interdisciplinary Cardiovascular Sciences, Division of Cardiovascular Medicine (F.S., A.H., S.G., M.C.B., L.H.L., H.H., J.D.H., P.V., T.P., M.A.R., M.A., S.A.S., E.A.).
Insights
Calcific aortic valve disease (CAVD) lacks pharmacological treatments. This study identified molecular networks and cell behaviors driving CAVD progression, offering new diagnostic and therapeutic targets for this cardiac condition.
Area of Science:
- Cardiovascular Biology
- Molecular Medicine
- Systems Biology
Background:
- Calcific aortic valve disease (CAVD) is a progressive cardiac condition with no current pharmacological therapies, necessitating invasive valve replacement.
- Understanding CAVD's complex pathology across multiple stages and tissue layers is crucial for developing diagnostics and therapeutics.
- The unique cellular and extracellular matrix characteristics of the aortic valve present significant challenges in studying CAVD.
Purpose of the Study:
- To investigate the molecular mechanisms and regulatory networks underlying calcific aortic valve disease (CAVD) progression.
- To identify distinct molecular signatures across different pathological stages and anatomical layers of the aortic valve.
- To explore the calcification potential of valvular interstitial cells and their proteomic responses to stimuli.
Main Methods:
- Utilized multi-omics approaches including transcriptomics and proteomics on human stenotic aortic valves.
- Employed near-infrared molecular imaging and laser capture microdissection for stage- and layer-specific sample segmentation.
- Established side-specific cell cultures to assess calcification potential and proteomic profiles under various stimuli.
- Constructed molecular interaction networks to identify key proteins and disease associations.
Main Results:
- Differentiated global gene and protein expression patterns across non-diseased, fibrotic, and calcific CAVD stages.
- Identified unique proteome profiles in aortic valve microlayers, with glial fibrillary acidic protein as a marker for spongiosa layer valvular interstitial cells.
- Observed increased smooth muscle cell activation, inflammation, and calcification pathways during CAVD progression.
- Fibrosa-derived valvular interstitial cells exhibited higher calcification potential in vitro compared to ventricularis cells.
- Protein-protein interaction networks revealed significant links to inflammatory and fibrotic diseases.
Conclusions:
- Developed a spatially and temporally resolved multi-omics strategy to map molecular regulatory networks in CAVD.
- Identified novel molecular pathways and cell behaviors driving CAVD pathogenesis.
- Established a systematic disease ontology applicable to omics studies in cardiovascular diseases, paving the way for new therapeutic strategies.
Background:
No pharmacological therapy exists for calcific aortic valve disease (CAVD), which confers a dismal prognosis without invasive valve replacement. The search for therapeutics and early diagnostics is challenging because CAVD presents in multiple pathological stages. Moreover, it occurs in the context of a complex, multi-layered tissue architecture; a rich and abundant extracellular matrix phenotype; and a unique, highly plastic, and multipotent resident cell population.
Methods:
A total of 25 human stenotic aortic valves obtained from valve replacement surgeries were analyzed by multiple modalities, including transcriptomics and global unlabeled and label-based tandem-mass-tagged proteomics. Segmentation of valves into disease stage-specific samples was guided by near-infrared molecular imaging, and anatomic layer-specificity was facilitated by laser capture microdissection. Side-specific cell cultures were subjected to multiple calcifying stimuli, and their calcification potential and basal/stimulated proteomes were evaluated. Molecular (protein-protein) interaction networks were built, and their central proteins and disease associations were identified.
Results:
Global transcriptional and protein expression signatures differed between the nondiseased, fibrotic, and calcific stages of CAVD. Anatomic aortic valve microlayers exhibited unique proteome profiles that were maintained throughout disease progression and identified glial fibrillary acidic protein as a specific marker of valvular interstitial cells from the spongiosa layer. CAVD disease progression was marked by an emergence of smooth muscle cell activation, inflammation, and calcification-related pathways. Proteins overrepresented in the disease-prone fibrosa are functionally annotated to fibrosis and calcification pathways, and we found that in vitro, fibrosa-derived valvular interstitial cells demonstrated greater calcification potential than those from the ventricularis. These studies confirmed that the microlayer-specific proteome was preserved in cultured valvular interstitial cells, and that valvular interstitial cells exposed to alkaline phosphatase-dependent and alkaline phosphatase-independent calcifying stimuli had distinct proteome profiles, both of which overlapped with that of the whole tissue. Analysis of protein-protein interaction networks found a significant closeness to multiple inflammatory and fibrotic diseases.
Conclusions:
A spatially and temporally resolved multi-omics, and network and systems biology strategy identifies the first molecular regulatory networks in CAVD, a cardiac condition without a pharmacological cure, and describes a novel means of systematic disease ontology that is broadly applicable to comprehensive omics studies of cardiovascular diseases.
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