» Articles » PMID: 27461745

The Pressing Need for Real-time Risk Assessment of Hospital-acquired Acute Kidney Injury

Overview
Date 2016 Jul 28
PMID 27461745
Citations 3
Authors
Affiliations
Soon will be listed here.
Abstract

Acute Kidney Injury (AKI) is associated with short- and long-term outcomes that reflect the severity of the injury. Recent studies have suggested that 'early' initiation of renal replacement therapy may alter the course of AKI and improve short-term outcomes like inpatient mortality. The current Kidney Disease Improving Global Outcomes (KDIGO) consensus definition of AKI has been criticized for misclassification bias, lack of sensitivity and the static manner in which AKI stages are defined. This editorial reviews various approaches to improving the specificity and sensitivity of the KDIGO AKI criteria, and also concludes that a staging system based on creatinine trajectories would be better suited for developing a prognostic index for real-time, dynamic risk assessment that the current KDIGO staging criteria.

Citing Articles

Incidence of hospital-acquired acute kidney injury and trajectories of glomerular filtration rate in older adults.

Ebert N, Schneider A, Huscher D, Mielke N, Balabanova Y, Brobert G BMC Nephrol. 2023; 24(1):226.

PMID: 37528401 PMC: 10394866. DOI: 10.1186/s12882-023-03272-5.


Real-Time Clinical Decision Support Based on Recurrent Neural Networks for In-Hospital Acute Kidney Injury: External Validation and Model Interpretation.

Kim K, Yang H, Yi J, Son H, Ryu J, Kim Y J Med Internet Res. 2021; 23(4):e24120.

PMID: 33861200 PMC: 8087972. DOI: 10.2196/24120.


Serum Creatinine Trajectories for Community- versus Hospital-Acquired Acute Kidney Injury.

Warnock D, Powell T, Siew E, Donnelly J, Wang H, Mehta R Nephron. 2016; 134(3):177-182.

PMID: 27455063 PMC: 5490993. DOI: 10.1159/000447757.