TY - JOUR
T1 - External Validation, Molecular Signatures, and Therapeutic Relevance of Pediatric Sepsis-Associated Acute Kidney Injury Subphenotypes
AU - Stanski, Natalja L.
AU - Zhang, Bin
AU - Ouyang, Jiarong
AU - Standage, Stephen W.
AU - Cvijanovich, Natalie Z.
AU - Fitzgerald, Julie C.
AU - Bigham, Michael T.
AU - Jain, Parag N.
AU - Lutfi, Riad
AU - Allen, Geoffrey L.
AU - Thomas, Neal J.
AU - Baines, Torrey
AU - Haileselassie, Bereketeab
AU - Weiss, Scott L.
AU - Lautz, Andrew J.
AU - Kaplan, Jennifer M.
AU - Zingarelli, Basilia
AU - Atreya, Mihir R.
AU - Sanchez-Pinto, L. Nelson
AU - Goldstein, Stuart L.
AU - Liu, Kathleen D.
N1 - Copyright © 2026 by the Society of Critical Care Medicine and Wolters Kluwer Health, Inc. All Rights Reserved.
PY - 2026/7/1
Y1 - 2026/7/1
N2 - Objective: – Sepsis-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. Design: – Secondary analysis of an ongoing multicenter, prospective, observational study of children. Setting: – Ten 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. Interventions: – None. Measurements and Main Results: – Among 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). Conclusions: – We 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.
AB - Objective: – Sepsis-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. Design: – Secondary analysis of an ongoing multicenter, prospective, observational study of children. Setting: – Ten 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. Interventions: – None. Measurements and Main Results: – Among 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). Conclusions: – We 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.
KW - acute kidney injury
KW - enrichment
KW - heterogeneity
KW - sepsis
KW - subphenotypes
KW - Severity of Illness Index
KW - Prospective Studies
KW - Prognosis
KW - Sepsis/complications
KW - Humans
KW - Child, Preschool
KW - Male
KW - Intensive Care Units, Pediatric
KW - Infant
KW - Acute Kidney Injury/etiology
KW - Phenotype
KW - Adolescent
KW - Biomarkers
KW - Female
KW - Child
KW - Infant, Newborn
UR - https://www.scopus.com/pages/publications/105036641389
U2 - 10.1097/CCM.0000000000007135
DO - 10.1097/CCM.0000000000007135
M3 - Article
C2 - 42159375
AN - SCOPUS:105036641389
SN - 0090-3493
VL - 54
SP - 1680
EP - 1690
JO - Critical Care Medicine
JF - Critical Care Medicine
IS - 7
ER -