Evidence map›Paper›PMID 42846089›Full record

ArticleFrontiers in cell and developmental biology2026

Multi-omics integration identifies Acsm2/ACSM2A deficiency as a metabolic driver of ZBP1-mediated PANoptosis in acute kidney injury.

Lijuan Lu, Yuping Qin

Abstract read
In one paragraph

Article in Frontiers in cell and developmental biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

2 authors.

Lijuan LuDepartment of Nephrology, Nantong Rici Hospital Affiliated to Yangzhou University, Nantong, China.
Yuping QinDepartment of Nephrology, Nantong Rici Hospital Affiliated to Yangzhou University, Nantong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Acute kidney injury (AKI) converges on tubular epithelial cell (TEC) death and metabolic collapse, fueling the transition to chronic kidney disease (CKD), yet the molecular link between metabolic failure and inflammatory cell death remains poorly defined. Here, we integrated cross-model transcriptomics of three mechanistically distinct murine AKI models with single-cell RNA-seq, high-dimensional weighted gene co-expression network analysis, and machine learning feature selection. This multi-omics framework identified acyl-CoA synthetase medium-chain family member 2 (Acsm2), a rate-limiting mitochondrial enzyme for medium-chain fatty acid β-oxidation, as the top conserved hub gene suppressed in injured proximal tubule cells. Acsm2/ACSM2A downregulation was confirmed in mouse AKI models and in human HK-2 cells subjected to oxygen-glucose deprivation/reperfusion (OGD/R). ACSM2A deficiency alone was sufficient to simultaneously activate apoptosis, pyroptosis, and necroptosis, indicative of PANoptosis, whereas restoration of ACSM2A expression attenuated OGD/R-induced cell death. Mechanistically,

Indexed as

Acsm2/ACSM2Aacute kidney injurymachine learningmulti-omics integrationPANoptosis

Identifiers

PMID42846089
PMCPMC13642285

What Socratic holds

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Registered trials

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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 Socratic graph.