Ayano, M. | Search bioRxiv

bioRxiv2026

GSDMD transcript levels are higher in endothelial than cardiomyocyte compartments across three human heart cohorts

Cardiac GSDMD research has largely centred on cardiomyocytes. We quantified donor-level endothelial-minus-cardiomyocyte differences in two single-nucleus cohorts and one GeoMx spatial cohort, retaining assay-specific scales. GSDMD was higher in endothelial compartments in 42/42, 38/38 and 27/32 donors and ranked, post hoc, at the 94.9th, 95.1st and 97.4th percentiles of the corresponding within-cohort signed-contrast distributions. Although positive direction and complete donor concordance were not unique transcriptome-wide, this hypothesis-led target retained high rank across markedly different reference backgrounds and assay modalities. A fixed eight-transcript panel included both endothelial- and cardiomyocyte-shifted members, arguing against a uniform panel-wide directional shift or simple detection failure. GeoMx provided the most discriminating transcriptome background but remained composition-sensitive. GSDMD transcripts are therefore recurrently higher in endothelial than cardiomyocyte compartments across human-heart cohorts, showing that a cardiomyocyte-only interpretation of human-heart GSDMD transcript signals is incomplete.

cell biology↗

bioRxiv2026

Spatial transcriptomics identifies a translayer architecture of pyroptosis-related transcription in systemic sclerosis skin

Anatomical-layer enrichment does not establish cellular attribution, so correspondence with major-cell-class expression must be tested gene by gene. Systemic sclerosis (SSc) skin is informative because inflammasome- and pyroptosis-related molecules have been reported across epidermal, fibroblast-associated and vascular contexts. Spatial transcriptomics of SSc and control skin, with same-donor single-nucleus profiles from 10 SSc donors, revealed gene-specific correspondence. Across 13 discovery sections, NLRP1, PYCARD and CASP4 were epidermally biased, whereas GSDMD was dermally biased. An independent 10-section SSc cohort supported epidermal NLRP1 (q = 0.0078) and PYCARD (q = 0.043), with directional, non-significant support for CASP4 and GSDMD. Despite epidermal NLRP1 bias, endothelial class-pseudobulk exceeded keratinocyte class-pseudobulk in all 10 donors. Restricted three-class reconstruction reproduced the NLRP1 direction in 1 and 0 of 10 donors under the two fixed dermal weightings and in 0-8 of 10 across a post hoc sweep of the dermal endothelial share; PYCARD and GSDMD were concordant in most donors at every weighting, and CASP4 in no more than 4 of 10. Thus, tissue layer and major cell class are gene-specifically non-equivalent axes of spatial interpretation.

immunology↗