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Esco2 restrains pathological endothelial-mesenchymal transition through hidden isoform regulation in a Roberts syndrome model
Roy Jung, Sherin Saheera, Chinmay M. Trivedi
Roy Jung, Sherin Saheera, Chinmay M. Trivedi
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Research Article Cell biology Development Vascular biology

Esco2 restrains pathological endothelial-mesenchymal transition through hidden isoform regulation in a Roberts syndrome model

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Abstract

Roberts syndrome is caused by biallelic ESCO2 pathogenic variants, but the mechanisms linking ESCO2 loss to embryonic endothelial failure remain poorly defined. Endothelial cells must maintain identity and resist endothelial-mesenchymal transition (EndMT), yet conventional transcriptomics measures gene abundance rather than isoform composition. Here, using endothelial-specific Esco2 deletion in a mouse model relevant to Roberts syndrome, we show that Esco2 loss causes yolk sac vascular remodeling failure, pathological EndMT, diversion from hemogenic endothelial fate, hemogenic endothelial depletion, impaired hematopoietic output, and embryonic lethality. Short-read single-cell RNA-seq revealed broad endothelial reprogramming, whereas single-cell long-read isoform sequencing uncovered a hidden layer of isoform dysregulation that conventional gene-level analysis failed to resolve. Esco2-deficient endothelium exhibited transcriptome-wide isoform switching, disruption of a multi-tier splicing-factor network, and predicted broad loss or rewiring of protein-coding output. Chromatin occupancy profiling localized Esco2 to exonic regions near alternatively spliced loci, supporting a cotranscriptional route to spliceopathy. Whole-genome sequencing showed that local DNA variation was insufficient to explain these changes, supporting a predominantly posttranscriptional mechanism. These findings identify isoform control as a disease-relevant layer of endothelial identity maintenance in Roberts syndrome.

Authors

Roy Jung, Sherin Saheera, Chinmay M. Trivedi

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Figure 4

Single-cell isoform sequencing reveals EndMT-associated transcript remodeling not resolved by gene-level analysis.

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Single-cell isoform sequencing reveals EndMT-associated transcript remod...
(A) Isoform-level uniform manifold approximation and projection (UMAP) of 9,067 long-read single cells split by genotype (control, n = 4,191; Esco2F/F;Lyve1-Cre, n = 4,876). Twenty-seven isoform-defined clusters were annotated using marker isoforms and yolk sac cell-type signatures. The EndMT(spliceopathy) cluster expanded 22-fold in mutants (21–462 cells). (B) Dot plot of subtype-defining isoforms across 4 endothelial cell populations. Arterial/Hemogenic EC were characterized by Gja5 and Gja4, whereas Hemogenic EC(Hox+) was characterized by Hoxa9 and Hoxa7. (C) Stacked violin plots showing reduced usage of endothelial-associated isoforms (top) and increased usage of mesenchymal-associated isoforms (bottom) across 7 clusters spanning the endothelial-to-EndMT continuum (blue, control; red, mutant). Usage of Lyve1, Flt1, and 2 Stab2 isoforms decreased, whereas usage of Zeb1, Col1a2, Fbn2, and Acta2 isoforms increased in mutant cells. (D) Smoothed single-cell heatmap of 24 isoforms across the endothelial-to-EndMT continuum (2,367 cells, 7 clusters), grouped as endothelial associated, oppositely switched, or EndMT associated. Opposing isoform behavior was observed for Stab2, Col4a1, Meg3, and Acvrl1/ALK1. (E) Isoform-level trajectories inferred independently for control (799 cells) and mutant (1,568 cells) populations using YS Plexus EC as the starting state. Control trajectories passed through Hemogenic EC (Hox+), whereas mutant trajectories proceeded directly toward EndMT states. Bottom, scaled pseudotime distributions (control median, 0.058; mutant median, 0.778; KS D = 0.447, P = 2.85 × 10−49; 2-sample Kolmogorov-Smirnov test). Values in B–D represent normalized transcript-level expression. Isoform identifiers omit the “ENSMUST” prefix; for example, Stab2 (00000218366) denotes ENSMUST00000218366. Full identifiers are provided in Supplemental Table 2.

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