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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 5

High-salt diet–induced hypertension drives organ-specific regulatory programs.

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High-salt diet–induced hypertension drives organ-specific regulatory pro...
(A) Concentric donut plot displaying the number of significantly differentially expressed transcription factors (TFs) per tissue (inner ring) and their distribution across 4 time points (days 7, 14, 21, and 35). (B) Venn diagram depicting the overlap and exclusivity of TFs across cortex, medulla, liver, and heart, identifying shared versus tissue-specific TFs. (C) Unique TFs per tissue and shared TFs visualized as a binary heatmap. (D) TF-target genes network and functional relevance analysis. Top heatmap: showing the expression dynamics of 2 core and unique TFs across 16 tissue–time point combinations. Asterisks denote significantly altered TFs (|log2 fold change| ≥ 0.585, equivalent to a fold change ≥ 1.5 and Padj < 0.05). Middle heatmap: showing mean log2FC of TF-regulated target genes. Lower pathway panel: showing top 5 GO Biological Processes (left) and Hallmark pathways (right) for CX, MD, and LV emerged by TF-regulated target genes. Bar heights represent –log10 Padj values. Target gene (TG) counts indicate the number of organ-specific genes regulated by corresponding TFs and used in the pathway analysis. No pathways met significance thresholds in HR. Enriched pathways with Padj < 0.05 were considered significant. 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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