Evidence map›Paper›PMID 42159375›Full record

Observational studyCritical care medicine2026

External Validation, Molecular Signatures, and Therapeutic Relevance of Pediatric Sepsis-Associated Acute Kidney Injury Subphenotypes.

Natalja L Stanski, Bin Zhang, Jiarong Ouyang, Stephen W Standage, Natalie Z Cvijanovich, Julie C Fitzgerald, Michael T Bigham, Parag N Jain, Riad Lutfi, Geoffrey L Allen and 11 more

Abstract readMulticenter StudyObservational Study
In one paragraph

Observational study in Critical care medicine, 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

21 authors.

Natalja L StanskiDepartment of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH.ORCID 0000-0003-4473-8376
Bin ZhangDivision of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH.
Jiarong OuyangDivision of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH.
Stephen W StandageDepartment of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH.
Natalie Z CvijanovichDivision of Critical Care Medicine, UCSF Benioff Children's Hospital Oakland, Oakland, CA.
Julie C FitzgeraldDivision of Critical Care Medicine, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA.
Michael T BighamDivision of Critical Care Medicine, Akron Children's Hospital, Akron, OH.
Parag N JainDivisions of Pediatric Cardiology and Critical Care, Children's Medical Center and UT Southwestern Medical Center, Dallas, TX.
Riad LutfiDivision of Critical Care Medicine, Riley Hospital for Children, Indianapolis, IN.
Geoffrey L AllenDivision of Critical Care Medicine, Children's Mercy Hospital, Kansas City, MO.
Neal J ThomasDivision of Critical Care Medicine, Penn State Hershey Children's Hospital, Hershey, PA.
Torrey BainesDivision of Critical Care Medicine, University of Florida, Health Shands Children's Hospital, Gainesville, FL.
Bereketeab HaileselassieDivision of Critical Care Medicine, Lucile Packard Children's Hospital Stanford, Palo Alto, CA.
Scott L WeissDivision of Critical Care Medicine, Nemours Children's Hospital, Wilmington, DE.
Andrew J LautzDepartment of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH.
Jennifer M KaplanDepartment of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH.
Basilia ZingarelliDepartment of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH.
Mihir R AtreyaDepartment of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH.
L Nelson Sanchez-PintoDivision of Critical Care Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL.
Stuart L GoldsteinDepartment of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH.
Kathleen D LiuDepartment of Medicine, University of California San Francisco Medical Center, San Francisco, CA.

Funding

Supplement for MIRA award_Wong_2021R35GM126943 · NIGMS · CINCINNATI CHILDRENS HOSP MED CTR · PI ALDER, MATTHEW N · 2018 to 2022
$2.7M
Translational approaches to unravel organ-specific microvascular endothelial responses in sepsis.R35GM155165 · NIGMS · CINCINNATI CHILDRENS HOSP MED CTR · PI Mihir R Atreya · 2024 to 2026
$1.2M
Developing a Precision Medicine Approach to Pediatric Sepsis-Associated Acute Kidney Injury: Identification of Unique Subphenotypes and Strategies for Bedside ImplementationK23GM151444 · NIGMS · CINCINNATI CHILDRENS HOSP MED CTR · PI Natalja L. Stanski · 2023 to 2026
$769k
Mechanisms of cardiomyocyte dysfunction in pediatric septic shockK08GM148957 · NIGMS · CINCINNATI CHILDRENS HOSP MED CTR · PI Andrew John Lautz · 2023 to 2026
$768k
NIGMS NIH HHS K08 GM148957NIGMS NIH HHS K23 GM151444NIGMS NIH HHS R35 GM126943NIGMS NIH HHS R35 GM155165
6 · The paper itself

Abstract

objectiveSepsis-associated acute kidney injury (SAKI) is a heterogeneous condition that lacks disease-modifying treatments, and precision medicine approaches are needed. We previously derived two reproducible pediatric SAKI subphenotypes (pSAKI-1 and pSAKI-2) from readily available clinical data. We aimed to externally validate the prognostic relevance of these subphenotypes, evaluate their molecular signatures, and assess for heterogeneity of treatment effect (HTE) across subphenotypes with sepsis therapies.

designSecondary analysis of an ongoing multicenter, prospective, observational study of children.

settingTen PICUs in the United States from January 2002 to February 2025. PATIENTS: Patients 1 week to 18 years old with early (day 1-2) SAKI.

interventionsNone. MEASUREMENTS AND MAIN

resultsAmong 871 patients, 665 (76%) were assigned pSAKI-1 and 206 (24%) to pSAKI-2. On day 1-2, the pSAKI-2 cohort had greater severity of illness, including higher acute kidney injury stage and vasoactive burden, lower platelet counts, and higher lactate values and International Normalized Ratios. These pSAKI-2 patients also had uniformly worse outcomes, including independently higher odds of day 7 severe acute kidney injury (adjusted odds ratio [aOR] 3.2; 95% CI, 2.1-4.7; p < 0.001), death (aOR 2.7; 95% CI, 1.6-4.4; p < 0.001), and fewer PICU-free and vasoactive-free days ( p < 0.001). The biomarker signature of pSAKI-2 was characterized by greater inflammation, endothelial dysfunction, and hyperreninemia. On propensity score matched (PSM) analysis, pSAKI-1 patients who received corticosteroids had more day 7 severe acute kidney injury (28% vs. 19%, p = 0.023), 2 fewer PICU-free days ( p = 0.04) and greater mortality (10% vs. 3.7%, p = 0.008); no differences were seen in pSAKI-2 patients. Although no HTE was identified on PSM analysis for vasopressin, inverse probability treatment weighting analysis demonstrated a significant interaction between subphenotype-, vasopressin- and vasoactive-free days ( p = 0.003).

conclusionsWe externally validated the prognostic relevance of two pSAKI subphenotypes derived from readily available data. These subphenotypes have unique biomarker signatures and differential responses to treatment, representing a potential mechanism for bedside enrichment.

Indexed as

Acute Kidney InjurySepsisAdolescentBiomarkersChildChild, PreschoolFemaleHumansInfantInfant, NewbornIntensive Care Units, PediatricMalePhenotypePrognosisProspective StudiesSeverity of Illness IndexBiomarkersacute kidney injuryenrichmentheterogeneitysepsissubphenotypes

Identifiers

PMID42159375
PMCPMC13334441

What OpenQuestion holds

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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.