Evidence map›Paper›PMID 41396698›Full record

ArticleKidney3602026

The Spatially Resolved Kidney Transcriptome Signatures in Rat Models of Trauma-Induced Acute Kidney Injury.

Pierre Isnard, Elisabeth Laemmel, Thibault Martinez, Benjamin Bergis, Anatole Harrois, Alice Huertas, Dian Li, Benjamin D Humphreys, Nicolas Libert

Abstract read
In one paragraph

Article in Kidney360, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Pierre IsnardUniversité Paris Cité, INSERM U1151, CNRS UMR8253, Institut Necker Enfants Malades (INEM), Paris, France.ORCID 0000-0002-1880-7596
Elisabeth LaemmelDYNAMIC Team, UMRS999, Université Paris-Saclay, Le Kremlin-Bicêtre, France.
Thibault MartinezDYNAMIC Team, UMRS999, Université Paris-Saclay, Le Kremlin-Bicêtre, France.ORCID 0000-0001-5477-6021
Benjamin BergisDYNAMIC Team, UMRS999, Université Paris-Saclay, Le Kremlin-Bicêtre, France.ORCID 0009-0007-1454-2061
Anatole HarroisDYNAMIC Team, UMRS999, Université Paris-Saclay, Le Kremlin-Bicêtre, France.ORCID 0000-0002-5098-4656
Alice HuertasDYNAMIC Team, UMRS999, Université Paris-Saclay, Le Kremlin-Bicêtre, France.ORCID 0000-0001-8545-747
Dian LiDivision of Nephrology, Department of Medicine, Washington University in St. Louis, St. Louis, Missouri.ORCID 0000-0002-5374-7314
Benjamin D HumphreysDivision of Nephrology, Department of Medicine, Washington University in St. Louis, St. Louis, Missouri.ORCID 0000-0002-6420-8703
Nicolas LibertDYNAMIC Team, UMRS999, Université Paris-Saclay, Le Kremlin-Bicêtre, France.ORCID 0000-0003-2085-8031

Funding

Washington University Chronic KidneyDisease National Resource CenterU54DK137332 · NIDDK · WASHINGTON UNIVERSITY · PI BENJAMIN D. HUMPHREYS · 2023 to 2026
$4.5M
Understanding Myofibroblast Progenitor Fate and Function in Renal FibrosisR01DK103740 · NIDDK · WASHINGTON UNIVERSITY · PI BENJAMIN D. HUMPHREYS · 2015 to 2026
$3.9M
BiomedefNIDDK NIH HHS R01 DK103740NIDDK NIH HHS U54 DK137332
6 · The paper itself

Abstract

key pointsUsing bulk and spatial transcriptomics in rat model, we defined early responses to hemorrhagic shock, rhabdomyolysis, and their combination. Rhabdomyolysis was the primary driver of transcriptional changes, while hemorrhagic shock, rhabdomyolysis, and their combination produced synergistic and lethal response with distinct regional and molecular signatures. We identified central mechanisms linking trauma to tubular injury and AKI progression.

backgroundTrauma is a leading global cause of death, and AKI significantly worsens outcomes. Hemorrhagic shock (HS) and rhabdomyolysis (RM) are major contributors, yet their individual and combined effects on the kidney remain poorly defined.

methodsUsing a clinically relevant rat model that closely mimics human trauma, we performed bulk and spatial transcriptomics to characterize early renal responses to HS, RM, and their combination (RM-HS). Commercial mouse spatial transcriptomics probes were successfully applied to rat kidney tissue, enabling cost-effective and region-specific gene expression profiling.

resultsRM emerged as the dominant driver of transcriptional changes, while RM-HS triggered a synergistic, mortality-associated response. Comparative analyses revealed distinct regional and molecular signatures; HS suppressed metabolic activity, whereas RM induced widespread upregulation of inflammatory and stress-response pathways.

conclusionsWe propose a mechanistic framework linking these traumatic insults to tubular cell injury and death, with mitochondrial dysfunction, dysregulated lipid metabolism, Perilipin 2 expression, and ferroptosis as central components. This integrative model advances our understanding of trauma-induced renal injury and may enable the identification of novel biomarkers and therapeutic strategies to mitigate AKI severity in patients with trauma.

Indexed as

Acute Kidney InjuryKidneyRhabdomyolysisShock, HemorrhagicTranscriptomeAnimalsDisease Models, AnimalGene Expression ProfilingMaleRatsRats, Sprague-DawleyAKIcell deathrenal ischemiarhabdomyolysistranscriptional profiling

Identifiers

PMID41396698
PMCPMC13134785

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.