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Longitudinal multiorgan transcriptomic atlas of salt-induced hypertension
Ratnakar Tiwari, Olha Kravtsova, Lashodya V. Dissanayake, Melissa Lowe, Biyang Xu, Vladislav Levchenko, Steven Didik, Ruslan Bohovyk, Daria V. Ilatovskaya, Oleg Palygin, Alexander Staruschenko
Ratnakar Tiwari, Olha Kravtsova, Lashodya V. Dissanayake, Melissa Lowe, Biyang Xu, Vladislav Levchenko, Steven Didik, Ruslan Bohovyk, Daria V. Ilatovskaya, Oleg Palygin, Alexander Staruschenko
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Research Article Inflammation Metabolism Nephrology

Longitudinal multiorgan transcriptomic atlas of salt-induced hypertension

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Abstract

High dietary salt intake elevates blood pressure and drives multiorgan damage. However, the molecular programs underlying progressive organ injury remain poorly defined. Here, we present a longitudinal multiorgan transcriptomic atlas of salt-induced hypertensive injury. We profiled kidney cortex, kidney medulla, heart, and liver across 4 stages, spanning early hypertension to advanced pathology in Dahl salt-sensitive rats. We identified dynamic and tissue-specific molecular trajectories, including a shared early proliferative response that converges on proinflammatory and fibrotic remodeling. Notably, we uncovered compartment-specific renal responses, showing that the cortex and medulla, despite their proximity, follow distinct molecular trajectories during disease progression. We further identified 79 stage- and tissue-specific transcription factors that drive gene expression dynamics in salt-induced hypertensive injury. Integration with human genome-wide association studies revealed conserved pathways in endocrine signaling, ion transport, lipid metabolism, and detoxification, establishing cross-species relevance and highlighting mechanistic targets of clinical importance. Compound-transcriptome analysis revealed stage- and organ-specific therapeutic opportunities, prioritizing kinase and epigenetic modulators as candidates to rebalance maladaptive gene programs. Overall, this study provides a resource for understanding molecular mechanisms from early salt-induced hypertension to tissue-specific injury and underscores the need for precision interventions.

Authors

Ratnakar Tiwari, Olha Kravtsova, Lashodya V. Dissanayake, Melissa Lowe, Biyang Xu, Vladislav Levchenko, Steven Didik, Ruslan Bohovyk, Daria V. Ilatovskaya, Oleg Palygin, Alexander Staruschenko

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Figure 3

Shared transcriptional and pathway programs across organs in response to high-salt diet–induced hypertension.

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Shared transcriptional and pathway programs across organs in response to...
(A) Venn diagrams show overlap of DEGs across cortex, medulla, liver, and heart at each time point (days 7, 14, 21, and 35). Each segment displays the number of unique and shared DEGs. Genes shared by all tissues are highlighted in the center. (B) Heatmap of 44 common DEGs across all tissues on day 7. (C) Bar plot showing significant Hallmark pathways emerged in the analysis of day 7 common genes. (D) STRING-derived protein-protein interaction (PPI) network of common day 7 genes, with modules annotated by top enriched Hallmark terms per Louvain clustering. (E) Circos plot showing high-confidence TF–target interactions for day 7 common genes, where outer sectors represent TFs and targets, colored by average log2FC. Directional links denote regulatory interactions. (F–H) Heatmaps of common DEGs at days 14, 21, and 35. (I) Hallmark pathways emerged for D35 common genes. CX, cortex; MD, medulla; LV, liver; HR, heart; D7, day 7; D14, day 14; D21, day 21; and D35, day 35 time points. Padj indicates Padj value. n = 6 male rats per group.

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ISSN 2379-3708

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