Elie N. Farah
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View article: MERFISH+, a large-scale, multi-omics spatial technology resolves the molecular holograms of the 3D human developing heart
MERFISH+, a large-scale, multi-omics spatial technology resolves the molecular holograms of the 3D human developing heart Open
Summary Hybridization-based spatial transcriptomics technologies have advanced our ability to map cellular and subcellular organization in complex tissues. However, existing methods remain constrained in gene coverage, multimodal compatibi…
View article: Charting the cardiac landscape: Advances in spatial transcriptomics for heart biology
Charting the cardiac landscape: Advances in spatial transcriptomics for heart biology Open
The heart is the first organ to form in the developing embryo. Throughout development, it continues to grow and function to support the maturing fetus by circulating nutrients to all of the developing organs. Defects in the spatial organiz…
View article: Single cell multiomics reveals drivers of metabolic dysfunction-associated steatohepatitis
Single cell multiomics reveals drivers of metabolic dysfunction-associated steatohepatitis Open
Metabolic dysfunction-associated steatotic liver disease (MASLD) has limited treatments, and cell type-specific regulatory networks driving MASLD represent therapeutic avenues. We assayed five transcriptomic and epigenomic modalities in 2.…
View article: Single cell multiomics and 3D genome architecture reveal novel pathways of human heart failure
Single cell multiomics and 3D genome architecture reveal novel pathways of human heart failure Open
Heart failure is a leading cause of morbidity and mortality; yet gene regulatory mechanisms driving cell type-specific pathologic responses remain undefined. Here, we present the cell type-resolved transcriptomes, chromatin accessibility, …
View article: CXCL12 drives natural variation in coronary artery anatomy across diverse populations
CXCL12 drives natural variation in coronary artery anatomy across diverse populations Open
Coronary arteries have a specific branching pattern crucial for oxygenating heart muscle. Among humans, there is natural variation in coronary anatomy with respect to perfusion of the inferior/posterior left heart, which can branch from ei…
View article: Single-cell multi-modal integrative analyses highlight functional dynamic gene regulatory networks directing human cardiac development
Single-cell multi-modal integrative analyses highlight functional dynamic gene regulatory networks directing human cardiac development Open
Illuminating the precise stepwise genetic programs directing cardiac development provides insights into the mechanisms of congenital heart disease and strategies for cardiac regenerative therapies. Here, we integrate in vitro and in vivo h…
View article: Spatially organized cellular communities form the developing human heart
Spatially organized cellular communities form the developing human heart Open
The heart, which is the first organ to develop, is highly dependent on its form to function 1,2 . However, how diverse cardiac cell types spatially coordinate to create the complex morphological structures that are crucial for heart functi…
View article: <i>CXCL12</i>drives natural variation in coronary artery anatomy across diverse populations
<i>CXCL12</i>drives natural variation in coronary artery anatomy across diverse populations Open
To efficiently distribute blood flow to cardiac muscle, the coronary artery tree must follow a specific branching pattern over the heart. How this pattern arises in humans is unknown due to the limitations of studying human heart developme…
View article: Author Correction: Human-gained heart enhancers are associated with species-specific cardiac attributes
Author Correction: Human-gained heart enhancers are associated with species-specific cardiac attributes Open
View article: Human-gained heart enhancers are associated with species-specific cardiac attributes
Human-gained heart enhancers are associated with species-specific cardiac attributes Open
View article: Cell Layers: uncovering clustering structure in unsupervised single-cell transcriptomic analysis
Cell Layers: uncovering clustering structure in unsupervised single-cell transcriptomic analysis Open
Motivation Unsupervised clustering of single-cell transcriptomics is a powerful method for identifying cell populations. Static visualization techniques for single-cell clustering only display results for a single resolution parameter. Ana…
View article: Cardiac cell type–specific gene regulatory programs and disease risk association
Cardiac cell type–specific gene regulatory programs and disease risk association Open
A human heart cell type–specific cis-regulatory element atlas reveals gene regulatory mechanisms of cardiovascular diseases.
View article: Cell Layers: Uncovering clustering structure and knowledge in unsupervised single-cell transcriptomic analysis
Cell Layers: Uncovering clustering structure and knowledge in unsupervised single-cell transcriptomic analysis Open
Motivation Unsupervised clustering of single-cell transcriptomics is a powerful method for identifying cell populations. Static visualization techniques for single-cell clustering only display results for a single resolution parameter. Ana…
View article: Cardiac Cell Type-Specific Gene Regulatory Programs and Disease Risk Association
Cardiac Cell Type-Specific Gene Regulatory Programs and Disease Risk Association Open
Background Cis -regulatory elements such as enhancers and promoters are crucial for directing gene expression in the human heart. Dysregulation of these elements can result in many cardiovascular diseases that are major leading causes of m…
View article: Canonical Wnt5b Signaling Directs Outlying Nkx2.5+ Mesoderm into Pacemaker Cardiomyocytes
Canonical Wnt5b Signaling Directs Outlying Nkx2.5+ Mesoderm into Pacemaker Cardiomyocytes Open
View article: Combinatorial interactions of genetic variants in human cardiomyopathy
Combinatorial interactions of genetic variants in human cardiomyopathy Open
Dilated cardiomyopathy (DCM) is a leading cause of morbidity and mortality worldwide; yet how genetic variation and environmental factors impact DCM heritability remains unclear. Here, we report that compound genetic interactions between D…
View article: 3D Chromatin Architecture Remodeling during Human Cardiomyocyte Differentiation Reveals A Role Of HERV-H In Demarcating Chromatin Domains
3D Chromatin Architecture Remodeling during Human Cardiomyocyte Differentiation Reveals A Role Of HERV-H In Demarcating Chromatin Domains Open
Dynamic restructuring of chromatin architecture has been implicated in cell-type specific gene regulatory programs; yet, how chromatin remodels during lineage specification remains to be elucidated. Through interrogating chromatin reorgani…
View article: mRNAs and lncRNAs intrinsically form secondary structures with short end-to-end distances
mRNAs and lncRNAs intrinsically form secondary structures with short end-to-end distances Open
The 5′ and 3′ termini of RNA play important roles in many cellular processes. Using Förster resonance energy transfer (FRET), we show that mRNAs and lncRNAs have an intrinsic propensity to fold in the absence of proteins into structures in…
View article: Cell-Surface Marker Signature for Enrichment of Ventricular Cardiomyocytes Derived from Human Embryonic Stem Cells
Cell-Surface Marker Signature for Enrichment of Ventricular Cardiomyocytes Derived from Human Embryonic Stem Cells Open
View article: The formation of intramolecular secondary structure brings mRNA ends in close proximity
The formation of intramolecular secondary structure brings mRNA ends in close proximity Open
A number of protein factors regulate protein synthesis by bridging mRNA ends or untranslated regions (UTRs). Using experimental and computational approaches, we show that mRNAs from various organisms, including humans, have an intrinsic pr…
View article: EF-G Activation by Phosphate Analogs
EF-G Activation by Phosphate Analogs Open