Search bioRxiv⌕ Search

bioRxiv · 10.1101/2025.08.27.672714

Longitudinal Multi-Organ Transcriptomic Atlas of Salt-Induced Hypertension

Abstract

BACKGROUNDSalt-sensitive hypertension is a prevalent and clinically significant subtype of hypertension, where increased dietary salt intake elevates blood pressure and causes injury to multiple organ systems. Despite extensive research, dynamic molecular changes and conserved versus organ-specific transcriptional programs in hypertensive multi-organ damage remain poorly understood. Defining complex molecular pathways both in a temporal sequence and in an organ-specific manner is essential for developing targeted, precision therapies to mitigate hypertensive disease burden. METHODSWe generated a longitudinal multi-organ transcriptomic atlas of salt-sensitive hypertension using RNA sequencing of kidney cortex, kidney medulla, heart, and liver from Dahl salt-sensitive rats across four disease stages. A comprehensive bioinformatic analysis mapped dynamic transcriptional programs, evaluated 50 biological pathways, and defined upstream regulators. Histological and biochemical assays complemented transcriptomic analysis, while integration with human genome-wide association studies (GWAS) and compound-transcriptome analysis provided translational insights and identified candidate therapeutics. RESULTSSalt-induced hypertension elicited both shared and tissue-specific transcriptional programs that evolved with disease progression. The kidney medulla showed robust early immune activation with metabolic suppression, while the cortex exhibited transient metabolic activation before declining and initiating immune activation. The liver and heart showed time-dependent metabolic and inflammatory remodeling. Cross-organ comparisons revealed a shared early proliferative response that converged on proinflammatory and fibrotic signatures. Upstream regulator analysis identified 79 time- and tissue-specific transcription factors associated with gene expression dynamics. GWAS integration analysis revealed endocrine signaling, ion transport, lipid metabolism, and detoxification as conserved pathways across species, underscoring the translational relevance of the model and study. Predictive compound- transcriptome analyses identified kinase inhibitors targeting phosphoinositide 3-kinase, mechanistic target of rapamycin and cyclin-dependent kinases as top candidates to counteract maladaptive transcriptional programs. CONCLUSIONSThis study defines temporal and tissue-specific transcriptomic remodeling in salt-sensitive hypertension and highlights the need for precision interventions to prevent progressive organ damage.

Source connections

Explore related subjects

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

Tiwari, R., Kravtsova, O., Dissanayake, L. V., Lowe, M., Xu, B., Levchenko, V., Didik, S., Bohovyk, R., Ilatovskaya, D. V., Palygin, O., Staruschenko, A.. 2025-09-01. Longitudinal Multi-Organ Transcriptomic Atlas of Salt-Induced Hypertension. https://doi.org/10.1101/2025.08.27.672714

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related preprints

The canine hair metabolome encodes age and coat exposure in over 700 dogs

Hair can be collected noninvasively and stored for years, making it a practical sample for studying physiology and environmental exposure. Yet the chemical information it carries in dogs remains largely unexplored. We profiled 782 banked hair samples from 700 Golden Retrievers by untargeted liquid chromatography-mass spectrometry, detecting 4,533 compound groups and revealing an unexpectedly rich chemical profile. Prominent signals reflected skin-surface and hair chemistry, including amino acids, peptides and urocanic acid, alongside surfactants, plasticizers and pesticides detectable despite washing. A signal annotated as imidacloprid distinguished dogs receiving topical products containing this insecticide from dogs receiving no flea or tick preventive (AUC 0.865). Hair chemistry also varied with age, most strongly between puppyhood and early adulthood. Oxidized lipids generally declined, whereas amino acids and peptides remained largely stable. A multivariate model estimated age with moderate accuracy (cross-validated r = 0.66) and assigned a higher age to the later sample in 64 of 75 repeatedly sampled dogs. Because age and collection date were strongly correlated, their effects could not be fully separated, although date-restricted analyses supported an age-related contribution. Together, these findings establish banked dog hair as a promising resource for studying chemical exposure and life-stage-associated changes in chemistry.

physiology↗

Dietary Human HSP90 Promotes Longevity and Healthspan in Caenorhabditis elegans via a Multi-Branched Stress Signaling Pathway

The loss of proteostasis is one of the primary drivers of aging. Despite the important role of the molecular chaperone HSP90 in maintaining proteostasis, its systemic role in aging appears contradictory because its inhibitors can effectively extend lifespan across diverse species. This study showed that dietary HSP90 supplementation via Escherichia coli significantly extended lifespan and healthspan of Caenorhabditis elegans without fertility trade-offs. Exogenous HSP90 likely acts as an extracellular signaling ligand that engages downstream kinase networks to drive the activation of three major longevity-associated transcription factors: DAF-16, SKN-1, and HSF-1. In addition, we demonstrated the additive effect of combining dietary HSP90 supplementation with the senolytic HSP90 inhibitor tanespimycin, indicating that extracellular proteostatic signaling and the intracellular inhibition of HSP90 can work together to enhance longevity. Finally, we engineered an antibiotic-free E. coli Nissle 1917 probiotic that constitutively expresses HSP90, which successfully extended the lifespan of C. elegans.

physiology↗

Sex differences in myocardial ketone oxidation capacity in cardiometabolic disease with coincident ischemic heart disease

Background: Myocardial infarction (MI) in patients with heart failure with preserved ejection fraction (HFpEF) is associated with worse outcomes than MI in individuals without HFpEF. However, the molecular mechanisms underlying this increased vulnerability remain poorly understood. We investigated sex differences in cardiac ketone body (KB) metabolism in patients with diabetes-associated ischemic heart disease, and in a mouse model of HFpEF complicated by MI (HFpEF-MI). Methods: Cardiac BDH1 and OXCT1 expression was assessed in male and female patients with diabetes, with or without ischemic heart disease. Male and female mice received a high-fat diet and L-NAME for 10 weeks to induce HFpEF, followed by coronary artery ligation to induce MI. Glucose tolerance, cardiac function, survival, cardiac KB oxidative capacity, and circulating KB levels were evaluated. Results: Cardiac BDH1 and OXCT1 abundance was significantly reduced in male patients with diabetes-associated ischemic heart disease but preserved in female patients. In mice, 10 weeks of high-fat diet and L-NAME administration increased fasting blood glucose and impaired glucose tolerance. MI reduced systolic function in control and HFpEF mice of both sexes. Male HFpEF-MI mice exhibited higher mortality than female HFpEF-MI mice. Consistent with our human results, male HFpEF-MI mice showed reduced cardiac ketolytic enzyme expression alongside elevated circulating KB levels, whereas female mice maintained cardiac KB oxidative capacity. Conclusion: Reduced cardiac ketolytic enzyme expression and impaired KB oxidative capacity are associated with greater mortality in male HFpEF-MI mice, whereas female mice exhibit preserved KB oxidative capacity and improved survival. Similar sex differences in ketolytic enzyme expression were observed in patients with diabetes-associated ischemic heart disease. These findings identify cardiac ketone metabolism as a potential therapeutic target warranting further investigation in HFpEF complicated by MI.

physiology↗