Abstract 037: Proteo-Transcriptional Characterization of Aortic Stenosis Prioritizes Novel Targets Relevant to Heart Failure
Abstract
Background: Aortic stenosis (AS) initiates a series of molecular alterations that predate cardiac remodeling and development of heart failure (HF). We hypothesized that integrating circulating mediators (proteome) from large-scale epidemiological cohorts with their cell-specific gene expression in the heart (transcriptome) may prioritize novel targets in human AS. Methods: Among individuals with severe AS, we measured the circulating proteome (Olink) and examined associations with myocardial structure/function (N=519), cardiac MRI-based tissue fibrosis (N=145), and clinical outcomes (N=802). We constructed proteomic signatures of cardiac remodeling and tested their association with mortality and HF in the UK Biobank (UKBB; N=36,668). We then examined a "remodeling proteome” prioritized by proteome-phenotype relations at the transcriptional level via single nuclear RNA-sequencing in 20 human hearts (11 with AS at the time of SAVR and 9 donor hearts unused for transplant). Results: We identified three principal components (PCs) of cardiac remodeling (across 12 echocardiographic measures in 503 patients with severe AS) loaded on cardiac morphology, systolic, and diastolic function traits. Proteins associated with these PCs specified both known and novel mediators of fibrosis, LVH, and oxidative stress. Proteomic signatures were strongly linked to mortality (AS cohort, UKBB) and incident HF (UKBB). At a myocardial level, we observed cell-specific differential gene expression, particularly prominent in fibroblasts, cardiomyocytes, and endothelial cells, featuring convergent fibrosis pathways ( WNT9A , ITGA6 , AGRN , CRIM1 , SEMA4C , LAYN, PTX3 , HMOX1 ) and metabolic-inflammatory signaling ( ENPP2/ATX, TNF), among others. Conclusions: Proteo-transcriptional prioritization in human AS identifies both known and novel targets that are mechanistically relevant to HF pathogenesis. Future integrative studies that link longitudinal circulating biomarkers in large-scale cohorts directly to myocardial tissue are warranted to inform pathways of HF progression.
Article Details
Authors (28)
Kaushik Amancherla
Brian Lindman
Vanderbilt University Medical Center, Nashville, Tennessee, United States
Andrew Perry
Vanderbilt University Medical Center, Nashville, TN (L.K.S., A.P., P.L., Q.S., S.Z., K.A., E.R.G., R.V.S.).
Michelle Lance
Masonic Medical Research Institute, Utica, New York, United States
Quanhu Sheng
Ryan Pfeiffer
Masonic Medical Research Institute, Utica, New York, United States
Eric Farber-Eger
William Fearon
Stanford University, Palo Alto, California, United States
Samir Kapadia
Dharam Kumbhani
UT Southwestern Medical Center, Dallas, Texas, United States
Linda Gillam
Ravinder Mallugari
VANDERBILT UNIVERSITY MED CENTER, Nashville, Tennessee, United States
Deepak Gupta
Francis Miller
Vanderbilt University Med Center, Durham, North Carolina, United States
Anna Vatterott
Natalie Jackson
Yanru Su
Kelsey Tomasek
Tarek Absi
Jane Freedman
Vanderbilt University, Nashville, Tennessee, United States
Matthew Nayor
Saumya Das
Quinn Wells
VANDERBILT UNIVERSITY, Nashville, Tennessee, United States
marc dweck
BHF Centre for Cardiovascular Science, Edinburgh, United Kingdom
Robert Gerszten
Nathan Tucker
Masonic Medical Research Institute, Utica, New York, United States
Sammy Elmariah
Ravi Shah